a

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text

iris/lct_gan/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.7784783695312796,1.5100223939135153,0.2615308402620196,Iris-setosa
+1,6.1793691553670405,3.054364973708229,4.8996249958224585,1.6657687773875114,Iris-versicolor
+2,6.179632002897575,3.054313381326537,4.903869732260307,1.6823545969189693,Iris-versicolor
+3,5.1089477161891015,3.1136374915083653,1.5100234189510704,0.2615320981201639,Iris-setosa
+4,6.183195757007472,3.0555195281692415,4.924788111174878,1.7533948306130651,Iris-virginica
+5,6.182007238257132,3.0548228764397423,4.917233795079792,1.7341367676450534,Iris-virginica
+6,6.179395156995181,3.0540391760617247,4.900088904529145,1.6664919092528752,Iris-versicolor
+7,5.108947716173026,3.379462469038582,1.510022396906363,0.2615308334182653,Iris-setosa
+8,6.179395628511179,3.0540226049484525,4.900152793587086,1.6669529002281602,Iris-versicolor
+9,5.1089477161730255,4.303279593555111,1.5100223895268052,0.26153085722373054,Iris-setosa
+10,6.180891893447512,3.05482059866649,4.9118154007619275,1.7309802956333602,Iris-virginica
+11,5.108947716173323,4.13776111278171,1.5100227896534273,0.26153189320479225,Iris-setosa
+12,5.108947716173404,3.054662072238724,1.510022426616198,0.26153083236777874,Iris-setosa
+13,5.108947719361106,3.109367626218379,1.510038142100082,0.26154515841914744,Iris-setosa
+14,6.179706479908535,3.054178827147907,4.90426633754091,1.6826167167292587,Iris-virginica
+15,5.1089477161730255,4.349073101723021,1.5100223908993522,0.2615308750347866,Iris-setosa
+16,5.1089477161730255,4.191360193238626,1.5100223896344191,0.2615308475446581,Iris-setosa
+17,5.108947716173029,3.0590834996804803,1.5100223906897545,0.2615308132435863,Iris-setosa
+18,6.179823094716334,3.0547418709242713,4.906056368504286,1.6895839105201684,Iris-versicolor
+19,6.183850434832223,3.0555083385798416,4.925211494388058,1.7553281344835883,Iris-virginica
+20,6.179710880695464,3.0542645077583894,4.904441950422944,1.6837832582866514,Iris-virginica
+21,5.108947716173026,3.187305078568537,1.510022392314167,0.261530821647979,Iris-setosa
+22,5.108947716173308,3.6162180920883844,1.5100226995746608,0.2615313042139783,Iris-setosa
+23,5.10894771617303,3.0919686362596033,1.5100223951666991,0.26153082934929384,Iris-setosa
+24,5.1089477161730255,4.529419563076799,1.510022390916932,0.26153092720417503,Iris-setosa
+25,5.1089477161730255,4.246594325593772,1.5100223907160142,0.26153085655823294,Iris-setosa
+26,5.1089477161730255,4.296092948530121,1.5100223888372444,0.2615308491926921,Iris-setosa
+27,6.179419597519755,3.054201685111877,4.901027621753919,1.6692828173472534,Iris-versicolor
+28,6.182459543108479,3.055028511997785,4.91942866629822,1.7479538433205408,Iris-virginica
+29,6.179469882484923,3.0541434909358296,4.901457850900295,1.6732690367562844,Iris-versicolor
+30,6.181498349525238,3.054538814494793,4.914468710311159,1.7246577398379173,Iris-virginica
+31,6.18445961722657,3.055741624821027,4.930664593631939,1.734638400351655,Iris-virginica
+0,5.1089477161730255,4.53349714697449,1.5100223908784915,0.2615309144993766,Iris-setosa
+1,5.1089477161730255,4.1052334816067395,1.5100223936121477,0.2615308608368346,Iris-setosa
+2,6.181209770427244,3.055220478149281,4.91559851753849,1.7292129432814618,Iris-virginica
+3,5.108947716173026,3.176462916929214,1.5100223939299267,0.2615308203201942,Iris-setosa
+4,6.179896810539065,3.0542311478258997,4.904900680319524,1.6888076832543104,Iris-virginica
+5,6.179415514477384,3.0543251885182436,4.900768868362699,1.6694861535531271,Iris-versicolor
+6,6.184843086330566,3.054881909832479,4.925392254226833,1.784241728193121,Iris-virginica
+7,6.180260354542264,3.0544947786856076,4.909202385134188,1.7052748673898517,Iris-virginica
+8,6.18077203608418,3.054878109133239,4.911898881594036,1.7196672072966401,Iris-virginica
+9,6.17936676654776,3.066055510094199,1.510079697554298,0.2616233213623805,Iris-setosa
+10,5.108947716182877,3.05921643973415,1.5100227778633761,0.26153112484589264,Iris-setosa
+11,6.186490891129412,3.055588860216281,4.938616481942929,1.7461726638505248,Iris-virginica
+12,5.1089477161730255,4.370683626657593,1.5100223891909732,0.2615308614026146,Iris-setosa
+13,6.180353848535417,3.0545406055716686,4.909057718481005,1.7129261446358888,Iris-virginica
+14,6.179366549010519,3.054166415283495,4.899505821932132,1.665455455512018,Iris-versicolor
+15,6.1793676547576695,3.054030784416793,4.899563127547908,1.6656162791712288,Iris-versicolor
+16,5.1089477161730255,4.133035648971228,1.5100223890216873,0.2615308437589242,Iris-setosa
+17,5.1089477161732395,4.069509725289472,1.5100226851869727,0.26153169160426076,Iris-setosa
+18,6.1800510367557075,3.054709232634621,4.906687107357918,1.7054096768975202,Iris-versicolor
+19,5.1089477162069725,3.117338736049511,1.5100239282366703,0.2615325983854722,Iris-setosa
+20,6.187719130754731,3.0555214828030657,4.942025931770661,1.729129921845025,Iris-virginica
+21,5.1089477161730255,3.2135372988566617,1.5100223870075742,0.26153081501866254,Iris-setosa
+22,5.108947717375441,3.054135019619144,4.899494050151446,1.665430732799844,Iris-setosa
+23,5.1089477161730255,4.212704889583026,1.5100223883563688,0.2615308406965113,Iris-setosa
+24,5.1089477161730255,4.359504916234851,1.5100223892077629,0.2615308719351513,Iris-setosa
+25,5.1089477161730255,4.269538320921368,1.5100223890566309,0.2615308528741593,Iris-setosa
+26,6.179418590837538,3.05404109473981,4.900546190373906,1.6683591110852332,Iris-versicolor
+27,6.1794575728231065,3.0542887224375606,4.90188923048081,1.6717292604814382,Iris-versicolor
+28,6.179367347629168,3.056836659067152,4.899608609403149,1.6656967195060235,Iris-setosa
+29,6.180173502830359,3.0543660638698764,4.9076691462349995,1.702314774387006,Iris-virginica
+30,5.108947716173064,3.09175161374707,1.510022435004288,0.2615308510088951,Iris-setosa
+31,5.1089477161730255,4.40300714681042,1.5100223917155469,0.26153088638601774,Iris-setosa
+0,5.1089477161730255,4.4133658069427835,1.5100223892955873,0.2615308734552753,Iris-setosa
+1,5.108947716173026,4.004623336218326,1.5100223988991568,0.2615308634601753,Iris-setosa
+2,6.183425429923255,3.0551548780783833,4.9215028042709354,1.770143777353758,Iris-virginica
+3,5.1089477161730255,4.4827839552703335,1.5100223913288742,0.2615309204735522,Iris-setosa
+4,5.108947716173846,3.0571532912326806,1.5100224644100946,0.26153094502179425,Iris-setosa
+5,5.1089477161730255,3.8277615991855534,1.5100223899898335,0.26153082898232216,Iris-setosa
+6,5.108947716173219,3.1041912455101017,1.5100225036815358,0.261530957151099,Iris-setosa
+7,5.1089477161730255,4.287686789089134,1.5100223894282254,0.26153085814467203,Iris-setosa
+8,5.108947716213613,3.898107468685935,1.5100266013524821,0.2615374723624113,Iris-setosa
+9,6.18087743553356,3.0552611682604693,4.9139568755774485,1.7108520410290833,Iris-virginica
+10,5.1089477161730255,4.170671722588335,1.5100223896580938,0.26153084873748556,Iris-setosa
+11,6.180246373759864,3.0543836266461963,4.90775863895021,1.698974647708291,Iris-virginica
+12,6.1793673616510345,3.054022124102155,4.899533113808629,1.6654642450321095,Iris-versicolor
+13,5.108947716173071,3.6134326618144694,1.5100225037369854,0.2615310526876829,Iris-setosa
+14,5.1089477161730255,4.563860026723296,1.5100223911862745,0.26153094458913995,Iris-setosa
+15,5.1089477161730255,4.495357750619791,1.5100223900425576,0.2615308995132042,Iris-setosa
+16,5.1089477161730255,4.459378778249091,1.5100223896406815,0.26153088161632027,Iris-setosa
+17,5.108947716173035,3.1070654012277035,1.510022406387588,0.2615308453766692,Iris-setosa
+18,6.179607220096473,3.0546735464302945,4.90389772609253,1.6761852536183925,Iris-versicolor
+19,6.180092210768599,3.0543519362925724,4.907330902573983,1.6966792906356938,Iris-virginica
+20,5.108947716179395,3.0548650020385995,1.5100225598211083,0.261530975795252,Iris-setosa
+21,6.17937570587774,3.0551597796552445,4.899843192624055,1.666485415046524,Iris-versicolor
+22,5.108947716173188,3.0582063591102595,1.5100224285662136,0.2615308488773567,Iris-setosa
+23,5.108947716173101,3.202778118496722,1.5100224834297413,0.26153093242381775,Iris-setosa
+24,6.180364987356708,3.0550941508071787,4.909548325193726,1.695067690753049,Iris-versicolor
+25,6.179366804674201,3.0540441721862996,4.89951613917686,1.665471515800556,Iris-versicolor
+26,6.179366759665165,3.0652003621227744,1.5100749158924367,0.261643165361446,Iris-setosa
+27,5.1089477161730255,3.6962469740544437,1.5100223884611872,0.26153082567512187,Iris-setosa
+28,6.180321136744739,3.0555028955696124,4.909105219470786,1.6902493626024762,Iris-versicolor
+29,6.179366604097728,3.0540234826269343,4.899503339913104,1.6654466506870949,Iris-versicolor
+30,5.1089477161730255,4.374162581055711,1.5100223895370457,0.26153086927620894,Iris-setosa
+31,6.187611750621162,3.0555122385904987,4.943407068698493,1.7508985822842495,Iris-virginica
+0,5.1089477161730255,4.253078276438541,1.510022388743639,0.26153085082547767,Iris-setosa
+1,5.1089477161730255,4.332273456064533,1.510022389213167,0.26153086166061085,Iris-setosa
+2,6.180202932217394,3.0543824765153444,4.907102232146318,1.7035633063828826,Iris-virginica
+3,5.1089477161730255,4.357181594963618,1.5100223891908373,0.2615308621415145,Iris-setosa
+4,6.186029126088367,3.0555820979841806,4.935480119032481,1.752655520251761,Iris-virginica
+5,5.108947716202158,3.4259190289254464,1.5100248974431882,0.2615353529966146,Iris-setosa
+6,5.1089477161730255,3.519609542773921,1.5100223909080275,0.261530828230192,Iris-setosa
+7,6.179417453025845,3.0542245062616984,4.9005212593502865,1.6729907301149989,Iris-versicolor
+8,5.1089477161730255,3.5919711245315984,1.5100223862437445,0.261530818205043,Iris-setosa
+9,6.183878708210117,3.0558603185664186,4.9294841633941395,1.7268259611597623,Iris-virginica
+10,5.1089477161730255,4.306027828433269,1.5100223955591496,0.26153089271708674,Iris-setosa
+11,6.187520467642553,3.0554986392654118,4.938958812996579,1.7469511260328319,Iris-virginica
+12,6.185228781874181,3.05543446768913,4.930174794392271,1.784032827126856,Iris-virginica
+13,6.179369691090526,3.0540227761996457,4.8996500388091935,1.6658170498495244,Iris-versicolor
+14,5.108947716176605,3.0542509349213782,1.5100224763099195,0.2615309000689003,Iris-setosa
+15,6.179367350333543,3.055345994196596,4.899581536399458,1.6656903309535123,Iris-setosa
+16,6.179367957750843,3.054065562527258,4.8995552381971335,1.6655809388156857,Iris-versicolor
+17,5.108947716173026,3.7854534335446735,1.5100223994900017,0.2615308767069453,Iris-setosa
+18,5.1089477161730255,3.5833046488374842,1.5100223888742141,0.2615308304814806,Iris-setosa
+19,6.181110655693677,3.055343399421704,4.91577334757032,1.7133273431336622,Iris-virginica
+20,5.1089477161730255,4.092684826635578,1.510022387851097,0.26153083164478963,Iris-setosa
+21,5.1089477161730255,4.276233698226227,1.5100223906201216,0.2615308588750091,Iris-setosa
+22,6.179423960833339,3.0540609092603823,4.900886571141723,1.6697536551074785,Iris-versicolor
+23,6.1821309332396535,3.0551217197370018,4.9194619407540685,1.7482257918692279,Iris-virginica

iris/lct_gan/4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,4.177826839106119,1.5100223996388182,0.2615308909966218,Iris-setosa
+1,5.108947716175754,3.792351582425291,1.5100235294560815,0.26153242647593655,Iris-setosa
+2,6.186719991661626,3.0555365396011753,4.937036170413333,1.758433532944783,Iris-virginica
+3,6.179367318763151,3.0599466738657872,4.899627903724529,0.26171861437295646,Iris-setosa
+4,5.108947716173092,3.067628742999975,1.5100224292429132,0.2615308482218263,Iris-setosa
+5,5.108947716173026,4.198579912285881,1.5100223981971954,0.2615309039639059,Iris-setosa
+6,6.179674160934381,3.054640118227495,4.903740665157917,1.6822316373624575,Iris-versicolor
+7,5.108947716173026,3.880662106835739,1.510022401178192,0.26153086547631754,Iris-setosa
+8,6.186227234246439,3.0554209382945747,4.93573838221408,1.761464790907605,Iris-virginica
+9,6.181315698860828,3.0546114645191658,4.914018639058335,1.7309441976543953,Iris-virginica
+10,5.1089477161730255,4.041290784030703,1.5100223928547465,0.2615308502572621,Iris-setosa
+11,6.179371718132661,3.055117844679973,4.899715554794891,1.6663690823435484,Iris-versicolor
+12,6.179644000468514,3.0545487979082964,4.903951106471045,1.6833661510989437,Iris-versicolor
+13,6.182770647870315,3.055640335024122,4.92273273972011,1.7347505442176148,Iris-virginica
+14,6.184487657746837,3.0557524601292734,4.930632035192855,1.7446933188192284,Iris-virginica
+15,6.1885942766472,3.055374974314486,4.942931420951698,1.7817025498925758,Iris-virginica
+16,5.1089477161730485,3.0627626646876074,1.5100224058158955,0.26153082892572077,Iris-setosa
+17,5.1089477161730255,4.309669164946935,1.5100223891489564,0.2615308579995367,Iris-setosa
+18,5.108947716173026,3.2028067491631926,1.5100223907487869,0.2615308176380366,Iris-setosa
+19,6.179366928536493,3.05448891387856,4.899550109487682,1.6655269369970072,Iris-versicolor
+20,5.1089477161730255,4.51313127683421,1.5100223906886348,0.2615309105697664,Iris-setosa
+21,5.108947716173027,3.2327045576721196,1.5100223958642187,0.2615308311636353,Iris-setosa
+22,6.183794014265747,3.055053540990327,4.9241740079858145,1.7737995655893102,Iris-virginica
+23,6.182001604357473,3.055824732679704,4.918768541053564,1.7216114606264372,Iris-virginica
+24,5.1089477161730255,4.560964246674159,1.5100223906353123,0.2615309428153609,Iris-setosa
+25,5.1089477161730255,4.273876684726704,1.5100223887762905,0.26153085276766785,Iris-setosa
+26,5.1089477161730255,4.582234037055359,1.510022391110444,0.2615309686196917,Iris-setosa
+27,5.1089477161730255,4.4549815818371705,1.5100223904164072,0.2615308874414238,Iris-setosa
+28,6.179905514900094,3.054738601646762,4.906856927617441,1.6929932152039442,Iris-versicolor
+29,5.1089477161730255,4.318587611112857,1.5100223912749382,0.26153087079802506,Iris-setosa
+30,6.179401200054209,3.054087499533797,4.900294560704592,1.667667010071261,Iris-versicolor
+31,6.179377678944709,3.056810780745664,4.899934146905552,1.6668263373786638,Iris-setosa
+0,6.183528407374439,3.0555108112026974,4.927141472234733,1.7498787426001554,Iris-virginica
+1,5.108947716173026,3.6165750545498767,1.5100223921096696,0.26153083600005655,Iris-setosa
+2,5.1089477161730255,4.4746459942092764,1.5100223899990113,0.26153089115903666,Iris-setosa
+3,5.1089477161730255,4.108827834462607,1.5100223954605485,0.2615308683798108,Iris-setosa
+4,5.10894771617361,3.1388976214621693,1.5100225800967833,0.261531231327511,Iris-setosa
+5,6.185649832386556,3.0552604718731176,4.936606344612644,1.7666493533484702,Iris-virginica
+6,6.179597167958634,3.054172470399693,4.902993418417318,1.6812675515027975,Iris-versicolor
+7,6.179391020073982,3.0540383796774857,4.900087056007976,1.6669082625641127,Iris-versicolor
+8,6.179376097056168,3.0540674377031443,4.899773538571024,1.6661696807427488,Iris-versicolor
+9,6.179389892262444,3.055307276730117,4.90010430235824,1.6679416423549283,Iris-versicolor
+10,6.180273115262246,3.054620584818855,4.9101860561542825,1.702002874667637,Iris-virginica
+11,5.108947716173026,3.0814011190859354,1.5100223874901673,0.2615308123871684,Iris-setosa
+12,6.179575717758027,3.054113634711637,4.902799586582557,1.677040000676935,Iris-virginica
+13,6.185545658577023,3.0552276219304115,4.936457203636372,1.7678158035516138,Iris-virginica
+14,6.1796237862564976,3.0544951033846375,4.90334396334012,1.6771383834934752,Iris-versicolor
+15,6.1793684577493755,3.0540424343025356,4.899598074525307,1.6657114693428392,Iris-versicolor
+16,5.1089477161730255,4.326921028311727,1.5100223912499813,0.26153086793577357,Iris-setosa
+17,6.17947888727543,3.0543466384259284,4.9022209850444955,1.672489651243532,Iris-versicolor
+18,6.180010465061488,3.055064536987867,4.907372727802065,1.693136866497856,Iris-versicolor
+19,6.186093073394197,3.0555862032585566,4.9354304262184625,1.7436414268443396,Iris-virginica
+20,5.1089477161730255,4.551213798234734,1.5100223913299533,0.26153093375044884,Iris-setosa
+21,6.182562879955193,3.0555571364066836,4.922046498623877,1.726813021482921,Iris-virginica
+22,5.108947716322893,3.0541054548518236,4.899492254086175,1.6654281561637374,Iris-setosa
+23,6.1899986911942,3.0553818920036675,4.950807377092018,1.7769216557768595,Iris-virginica
+24,6.187237050628651,3.055588068039194,4.9421179883886905,1.7339796122355473,Iris-virginica
+25,6.179370676866918,3.055192846432908,4.899705152374777,1.6660050635467318,Iris-versicolor
+26,5.108947716173026,3.0953295616045495,1.5100223897597034,0.26153081861051186,Iris-setosa
+27,6.179475601440362,3.0541193365151433,4.901483515528425,1.670967588720701,Iris-versicolor
+28,5.108947720429582,3.1108521449498494,1.5100370143792645,0.2615553761201093,Iris-setosa
+29,5.1089477161730255,4.160925807659751,1.5100223882681325,0.26153083975189234,Iris-setosa
+30,5.1089477161730255,4.548557985157112,1.510022391078426,0.26153093227818675,Iris-setosa
+31,5.1089477161731125,3.0560486421924806,1.5100224119648027,0.2615308255604037,Iris-setosa
+0,5.1089477161730255,3.1467264151149386,1.5100223888981106,0.26153081475212336,Iris-setosa
+1,5.1089477161730255,4.466152667718954,1.5100223900321124,0.26153088860267754,Iris-setosa
+2,6.184876922844499,3.0550381652284977,4.932706057477272,1.7635726923238915,Iris-virginica
+3,6.183131609262817,3.055423732296018,4.923329552198701,1.7536538525355176,Iris-virginica
+4,6.17968205046801,3.054119246875773,4.903286268491604,1.6770902797717324,Iris-virginica
+5,6.184498482837792,3.0555598298892757,4.929117581571878,1.759093613070984,Iris-virginica
+6,6.179530878939073,3.054118562235744,4.90224130475601,1.674797210633675,Iris-versicolor
+7,6.1831941562855794,3.055101591818224,4.926160582423854,1.7483893747026822,Iris-virginica
+8,6.179434291858928,3.054049049023349,4.900767365685053,1.669452287635791,Iris-versicolor
+9,5.1089477161730255,4.145170827146902,1.5100223929628964,0.2615308574950809,Iris-setosa
+10,5.108947716174608,3.212573863406672,1.5100228333346541,0.2615314131484325,Iris-setosa
+11,6.180175337717088,3.0552880643478963,4.908845435144405,1.6942116525000763,Iris-versicolor
+12,5.1089477161730255,3.8258875591420116,1.5100223909504298,0.2615308358477798,Iris-setosa
+13,6.179366841808744,3.058851734403203,4.899589366806849,1.6655971018395195,Iris-setosa
+14,5.108947716173093,3.0593866540692414,1.510022415671092,0.26153084051354386,Iris-setosa
+15,5.108947716173045,3.0615871121254856,1.5100224018393131,0.26153082249314247,Iris-setosa
+16,5.108947716173037,3.7560232721340574,1.5100224378110514,0.26153095906690843,Iris-setosa
+17,6.18469557172086,3.0548578138842823,4.926490284692768,1.778191062218634,Iris-virginica
+18,6.179392412285029,3.0540570636659927,4.900206890275493,1.6672449754637475,Iris-versicolor
+19,5.108947716173281,3.054308116211531,1.5100224158984539,0.2615308181476682,Iris-setosa
+20,5.1089477161730255,4.422535450822984,1.510022389056791,0.26153087179618595,Iris-setosa
+21,5.10894771617316,3.2277351085509687,1.5100225297580407,0.2615310268425945,Iris-setosa
+22,6.180031133136724,3.0544629573757436,4.906065079520448,1.7029288968006528,Iris-virginica
+23,5.1089477161730255,4.26215075893869,1.5100223945221862,0.2615308803284071,Iris-setosa
+24,5.108947716173028,3.6735760197206284,1.5100224128374757,0.26153087023033644,Iris-setosa
+25,6.179416332409407,3.0540617722547103,4.9006216981913004,1.6692283547172493,Iris-versicolor
+26,6.179366495455722,3.0617257931236357,1.5100299591966562,0.26154551660164516,Iris-setosa
+27,5.108947716224845,3.054119396622699,4.899491902539229,1.6654278718266193,Iris-setosa
+28,5.1089477161730255,3.1952643136922974,1.5100223853171384,0.2615308121408809,Iris-setosa
+29,5.108947725378217,3.133624910088185,1.5100475118427175,0.2615674594716522,Iris-setosa
+30,5.1089477161730255,4.250580414999963,1.510022393615189,0.2615308871744374,Iris-setosa
+31,5.1089477161730255,4.1282915359457,1.5100223904271157,0.26153084601934395,Iris-setosa
+0,5.108947716174005,3.055040934880029,1.510022451208888,0.26153089103003,Iris-setosa
+1,6.181471255076229,3.055144793089525,4.917252772650715,1.7229519080474218,Iris-virginica
+2,5.108947716173043,3.7371414055535617,1.5100224612306565,0.2615309812347028,Iris-setosa
+3,5.1089477161730334,3.7992771899567925,1.5100224383829253,0.261530937523706,Iris-setosa
+4,5.108947720801651,3.05758034944299,1.510030046736398,0.26154122376062955,Iris-setosa
+5,6.188726516772606,3.055283680458208,4.9414911235296834,1.7845498530244153,Iris-virginica
+6,6.179370759789971,3.0540168409904127,4.899674265321368,1.6658043302232497,Iris-versicolor
+7,6.185098174192291,3.0553259699158724,4.9313349479108295,1.7722681029589553,Iris-virginica
+8,5.108947716173089,3.470978288647344,1.510022522332059,0.2615310002590392,Iris-setosa
+9,6.1842000259401635,3.055348329976973,4.927077083880169,1.7588528358971187,Iris-virginica
+10,5.1089477161730255,3.911062439566144,1.5100223868893357,0.26153082456663246,Iris-setosa
+11,5.1089477161736045,3.0615709985210824,1.510022473799745,0.26153095903086815,Iris-setosa
+12,5.108947716173027,4.4719001291208755,1.5100224158601268,0.2615311009097429,Iris-setosa
+13,5.1089477161730255,3.192044142911539,1.5100223891604674,0.2615308162013832,Iris-setosa
+14,6.183669533388732,3.0549303917141852,4.924847693775012,1.7533081615319712,Iris-virginica
+15,6.180639734955654,3.05474017769983,4.911458295218285,1.7175708556675495,Iris-virginica
+16,5.1089477161730255,4.360869606032069,1.5100223909351544,0.2615308731510181,Iris-setosa
+17,5.1089477161730255,3.4530247872042876,1.5100223876877183,0.26153081989100585,Iris-setosa
+18,5.108947716173136,3.0757164893108144,1.5100224484886369,0.26153088869420255,Iris-setosa
+19,6.181291948080024,3.055165391605564,4.915406321755132,1.7249362463166225,Iris-virginica
+20,5.108947716173026,3.7939332110196435,1.5100223991480746,0.26153084675342686,Iris-setosa
+21,5.1089477161730255,4.459831923264431,1.5100223899752718,0.26153088856382284,Iris-setosa
+22,5.108947716173027,4.2636876191134965,1.5100224090889116,0.2615309320189086,Iris-setosa
+23,6.1863064002622865,3.055285819326282,4.932597670048973,1.7867127431733003,Iris-virginica

iris/lct_gan/4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.9522163630436915,1.5100223876853436,0.2615308305622266,Iris-setosa
+1,5.10894771617303,3.9524916707928925,1.510022427592009,0.2615309261542667,Iris-setosa
+2,5.1089477161730255,4.226802356712119,1.5100223881960255,0.26153084289725603,Iris-setosa
+3,6.179944771802763,3.054373004751846,4.906743615619703,1.6937469138594667,Iris-virginica
+4,6.179366558247778,3.0633289180615586,1.510049791678431,0.261574867865378,Iris-setosa
+5,5.108947716173104,3.833323959400558,1.5100225585962435,0.2615312142007303,Iris-setosa
+6,6.179369728994842,3.0540122110413135,4.899602494216454,1.6655259982709238,Iris-versicolor
+7,6.179369125122838,3.0540390086718032,4.899631324175102,1.6657426248122338,Iris-versicolor
+8,6.182001022910583,3.055515263010528,4.917903641268183,1.724052289552623,Iris-virginica
+9,6.18820911758246,3.055444830287106,4.941874852233721,1.7613983698432736,Iris-virginica
+10,5.1089477161730255,4.217168337073816,1.51002238936348,0.2615308477290441,Iris-setosa
+11,6.179366569377741,3.094510606054005,1.5100685565291905,0.2616012773237971,Iris-setosa
+12,6.1795889629299365,3.054293241811365,4.903095263594203,1.6792307807886444,Iris-versicolor
+13,5.108947716173026,3.59117451455295,1.5100223987361934,0.2615308438278428,Iris-setosa
+14,6.179366655236235,3.054241847172087,4.899516584499555,1.665486138180479,Iris-versicolor
+15,6.179464606128913,3.055137880028839,4.901348550081616,1.6749851002226688,Iris-versicolor
+16,5.1089477162052725,3.054809514727534,1.5100228284796535,0.2615311730911515,Iris-setosa
+17,6.180115944817119,3.054945782267077,4.908849670274122,1.6986959258945704,Iris-virginica
+18,6.179367319187569,3.054069368634795,4.89953450579644,1.6655432692709007,Iris-versicolor
+19,6.179368559360592,3.055338266017584,4.899614608938188,1.6659951232664274,Iris-setosa
+20,6.1874133489509315,3.0554272387839276,4.938068869821412,1.763378231754273,Iris-virginica
+21,6.179368846844608,3.054276463791447,4.899614205995553,1.6657729117280473,Iris-versicolor
+22,6.182058691775208,3.0551654571088394,4.91879718641414,1.7286579792693506,Iris-virginica
+23,5.1089477161730255,4.525476438989253,1.510022390868534,0.2615309199048039,Iris-setosa
+24,6.185807790730563,3.055500158619409,4.933305432295327,1.7504005254439663,Iris-virginica
+25,5.1089477161730255,4.183171024111942,1.510022388301655,0.26153084498022894,Iris-setosa
+26,6.182162356993007,3.054993049772399,4.9189186012827975,1.7499036757848307,Iris-virginica
+27,6.184889048521992,3.055816502812014,4.930399507967476,1.7316636580424507,Iris-virginica
+28,5.108947717184461,3.0977200097465176,1.510029668588174,0.26154050411917007,Iris-setosa
+29,5.1089477161730255,3.6080549906490313,1.5100223884722794,0.26153082300609126,Iris-setosa
+30,6.179388218658161,3.0552215178502644,4.90013986175568,1.6668849914965882,Iris-versicolor
+31,6.183310438343142,3.0549392977447134,4.925237052121764,1.7475942012181103,Iris-virginica
+0,5.1089477161730255,4.47247598803191,1.5100223897876468,0.2615308867266286,Iris-setosa
+1,6.186007141260766,3.055668320921029,4.938859192865235,1.74118808238604,Iris-virginica
+2,6.186031852753578,3.055136571271393,4.93214063873801,1.782410140753564,Iris-virginica
+3,5.108947716173029,3.43735110078355,1.5100224092777743,0.26153087281953974,Iris-setosa
+4,6.179851847970922,3.054706924776147,4.906633732060309,1.69096249181481,Iris-versicolor
+5,6.180007877831982,3.0543340655955196,4.906078231247559,1.7009917234251537,Iris-virginica
+6,6.180981587904853,3.0547432604791522,4.9130648265625885,1.723455609275233,Iris-virginica
+7,5.1089477161730255,4.116047450475525,1.5100223880866217,0.2615308419940014,Iris-setosa
+8,5.1089477161730255,4.2409028118369925,1.510022389284492,0.26153085027610545,Iris-setosa
+9,6.1793696512219904,3.0541658337532684,4.899635357522052,1.6656814234299342,Iris-versicolor
+10,5.108947716173048,3.0835772364874314,1.5100224171388628,0.26153084690410844,Iris-setosa
+11,6.185075859947837,3.0555136035942287,4.932669556255926,1.7604294666783042,Iris-virginica
+12,6.180832392223429,3.055797790609179,4.913115258843701,1.7005816864037888,Iris-virginica
+13,5.1089477161732235,3.3147609235685085,1.510022603642228,0.26153105177590813,Iris-setosa
+14,5.108947716189747,3.0735517362747373,1.5100231073797523,0.2615317610088925,Iris-setosa
+15,5.1089477161730255,3.679361552310173,1.510022388113719,0.2615308255041769,Iris-setosa
+16,6.179675815426168,3.0542000190546927,4.903024360737782,1.679510548282251,Iris-versicolor
+17,6.182636043961121,3.0559155850177473,4.922359834125348,1.7139549925014654,Iris-virginica
+18,6.1793667171612325,3.054019129817657,4.899510273343821,1.6654629577311955,Iris-versicolor
+19,5.1089477161730255,4.3790620698618525,1.5100223907800507,0.26153087823128524,Iris-setosa
+20,5.1089477161730255,4.525908564999788,1.5100223909713748,0.2615309203798566,Iris-setosa
+21,5.108947716173026,3.142745483865258,1.5100223926198473,0.26153082064441857,Iris-setosa
+22,5.1089477161730255,4.435863972692987,1.5100223894286333,0.26153087484403975,Iris-setosa
+23,6.180380111947625,3.05456338878795,4.909311530008168,1.710398258373051,Iris-virginica
+24,5.108947716173026,4.284395872356544,1.5100224050595958,0.26153093376431574,Iris-setosa
+25,5.1089477161730255,4.403228258498214,1.5100223893352498,0.2615308676837764,Iris-setosa
+26,5.108947775410003,3.057173270637121,4.899544729542135,1.6655021325468837,Iris-setosa
+27,6.179372366854896,3.054055359769599,4.899735964472623,1.6660742299795746,Iris-versicolor
+28,6.187831778072054,3.0554337277335475,4.941381841862108,1.7502893342723178,Iris-virginica
+29,5.108947716173103,4.14424011797829,1.5100226010437656,0.26153134632101727,Iris-setosa
+30,5.1089477161730255,4.304990684794251,1.5100223902020928,0.2615308606140867,Iris-setosa
+31,5.1089477161730255,4.318773897194652,1.5100223890207576,0.26153085436902496,Iris-setosa
+0,6.179366816169753,3.070422982709727,1.5100891060221129,0.26165570817636546,Iris-setosa
+1,6.1793739897823325,3.054017198055896,4.899771357543709,1.6659762868053578,Iris-versicolor
+2,6.180948327260381,3.0553364494336726,4.913275959269631,1.7075876959625713,Iris-virginica
+3,5.1089477161730255,4.332852715108697,1.510022392417455,0.2615308821549419,Iris-setosa
+4,5.1089477161730255,4.109809030456486,1.510022388179157,0.2615308327484578,Iris-setosa
+5,6.1794248645945755,3.054071669638567,4.900866473817511,1.6700446901689048,Iris-versicolor
+6,6.181172694647589,3.0558029978679904,4.91415590166045,1.7069383108088079,Iris-virginica
+7,6.179366599837988,3.0540218624506563,4.899503045309928,1.6654442530427036,Iris-versicolor
+8,5.108947716173026,3.849753866339732,1.5100223947188833,0.26153084981543245,Iris-setosa
+9,6.179649575652669,3.0554741648873884,4.903784820958029,1.677948973007567,Iris-versicolor
+10,6.179992961697445,3.055084271685756,4.907588971117836,1.6875316829933484,Iris-versicolor
+11,6.179366620791258,3.0540117104791022,4.899503420252624,1.665440944803042,Iris-versicolor
+12,6.179374172362768,3.0540363153652947,4.899763777419743,1.6659804927712953,Iris-versicolor
+13,6.180052327668894,3.054618113805911,4.906838583987123,1.7041536342773147,Iris-virginica
+14,5.108947716173038,3.977428144134729,1.5100224531862534,0.26153101371178467,Iris-setosa
+15,6.179368462922215,3.0540190133962137,4.899607552477205,1.6656646152676957,Iris-versicolor
+16,6.186061799359932,3.055286833168062,4.933759155546312,1.7675926903743244,Iris-virginica
+17,5.108947716173033,3.532013692087053,1.5100224193640068,0.26153090494706044,Iris-setosa
+18,5.108947716390703,3.0564596777583874,1.5100237918553598,0.26153220758080864,Iris-setosa
+19,5.1089477161730255,4.020992813518688,1.5100223871709588,0.2615308296139088,Iris-setosa
+20,5.108947716173071,3.064097588025778,1.5100224117515189,0.2615308423354839,Iris-setosa
+21,6.185162692138744,3.0558176609421137,4.935710476320597,1.7405840676675155,Iris-virginica
+22,6.179411036235553,3.0545740539989823,4.900732946169101,1.6681208116914565,Iris-versicolor
+23,5.10894771617444,3.0583352896792895,1.5100225705666461,0.2615308732639929,Iris-setosa
+24,6.180373652501445,3.05501528446164,4.910773164886049,1.702682889596032,Iris-virginica
+25,6.179901585689076,3.0547642467826286,4.906801096288534,1.6899206031301877,Iris-versicolor
+26,6.179936596861676,3.054295961832343,4.905892308036812,1.694501884949172,Iris-virginica
+27,6.179495249194827,3.0544166635147225,4.901904960962615,1.6754417760351406,Iris-versicolor
+28,5.1089477165375765,3.0540622892061036,4.899492597879797,1.6654287387189295,Iris-setosa
+29,5.108947716173164,3.719681773447653,1.5100226220563875,0.2615312094133773,Iris-setosa
+30,5.1089477161730255,4.510481336713814,1.510022390509568,0.261530902146703,Iris-setosa
+31,5.108947716173027,3.114095009043393,1.5100223929924184,0.26153082650407405,Iris-setosa
+0,5.108947716173118,3.0559095108215826,1.5100224172303263,0.2615308242892701,Iris-setosa
+1,6.179423049593773,3.0543243746828157,4.900987535563273,1.6693421980169394,Iris-versicolor
+2,5.1089477161730255,4.313769004261478,1.5100223900491416,0.2615308621039132,Iris-setosa
+3,5.108947716173026,3.074664957892542,1.5100223892874567,0.2615308157207922,Iris-setosa
+4,6.180336494541873,3.0546939258977477,4.9111507793072064,1.7014384815919676,Iris-virginica
+5,5.1089477161730255,3.4245527936131683,1.510022387472809,0.26153081641415676,Iris-setosa
+6,5.108947716173026,3.077844101688126,1.5100223862244533,0.2615308138141513,Iris-setosa
+7,5.108947723541794,3.054192677455684,4.8994986296767875,1.6654358732578254,Iris-setosa
+8,5.1089477161730255,4.42949572940898,1.5100223898236007,0.26153087858632706,Iris-setosa
+9,6.182664839177142,3.0546371490978643,4.918338648028593,1.7469766138683047,Iris-virginica
+10,5.1089477161730255,3.9567768688801945,1.5100223936866077,0.26153084940423366,Iris-setosa
+11,6.179366658890625,3.0549657688154994,4.899539934944934,1.6654930012321596,Iris-setosa
+12,6.182495744103379,3.0558105525790364,4.922635706941914,1.7189046538042674,Iris-virginica
+13,6.182054245170577,3.054947647450192,4.916899602854235,1.7473753947411312,Iris-virginica
+14,5.108947716173026,3.121419043917494,1.5100223900852698,0.26153081963333435,Iris-setosa
+15,5.108947716173061,3.131498236289289,1.5100224519039134,0.2615308592661026,Iris-setosa
+16,5.1089477161730255,4.319655562018721,1.5100223902081862,0.2615308636243392,Iris-setosa
+17,6.179930977341324,3.0545369749696425,4.907134650665097,1.6935841499516018,Iris-virginica
+18,5.1089477161730255,3.85475067107743,1.5100223866525693,0.26153082220497686,Iris-setosa
+19,5.108947716173032,3.062929346071868,1.5100223937362989,0.26153081861417227,Iris-setosa
+20,6.183462997388063,3.055463872521803,4.928645235631641,1.737031294398326,Iris-virginica
+21,5.108947716173071,3.061971089707238,1.5100224112347354,0.26153083895890356,Iris-setosa
+22,6.180026407922125,3.0548132414714635,4.907040890771384,1.69647818404446,Iris-versicolor
+23,6.18443239066223,3.055632593663959,4.930044366779864,1.741850459419073,Iris-virginica

iris/lct_gan/4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947728454571,3.0549938119648847,4.899506566651122,1.6654502461850818,Iris-setosa
+1,6.179368611169161,3.05403146176191,4.899587907432924,1.6655650151634342,Iris-versicolor
+2,6.187688145352374,3.055482367688441,4.939989151738038,1.752988767501532,Iris-virginica
+3,5.1089477161730255,4.080858751471731,1.510022393867485,0.26153085256075237,Iris-setosa
+4,5.1089477161730255,3.1441750917346063,1.5100223872939256,0.261530815744627,Iris-setosa
+5,5.10894771778084,3.064589155994408,1.5100285689790394,0.26153624968490563,Iris-setosa
+6,5.108947716173029,3.6918179400323043,1.5100224121608918,0.2615308897676458,Iris-setosa
+7,6.1833001406677415,3.055804446587119,4.924959844199704,1.7329561249067962,Iris-virginica
+8,5.1089477161786,3.0941234223334604,1.5100229294643048,0.26153164219705316,Iris-setosa
+9,5.1089477161730255,4.304801101613664,1.5100223890494222,0.2615308504614001,Iris-setosa
+10,5.1089477161730255,4.061245341096577,1.5100223877511074,0.26153083155003004,Iris-setosa
+11,5.1089477161730255,4.433707154910792,1.510022394964056,0.26153093066675415,Iris-setosa
+12,5.108947716173026,3.582655429478309,1.510022394944644,0.2615308381175458,Iris-setosa
+13,6.184690721798452,3.055520547746331,4.931467104594283,1.762973499804654,Iris-virginica
+14,6.179553712799397,3.0548585672222544,4.9030941051478685,1.6746651466474543,Iris-versicolor
+15,5.108947716173026,3.715216677407467,1.5100224005853355,0.26153085966786116,Iris-setosa
+16,5.1089477161730255,3.384829811011708,1.5100223887378368,0.2615308246732179,Iris-setosa
+17,6.1818261098820315,3.0553067486791385,4.920230397146231,1.7225718156438208,Iris-virginica
+18,6.179369287299226,3.0542867336434263,4.899646047147649,1.6656685221912086,Iris-versicolor
+19,5.1089477161730255,3.238671726918989,1.5100223875336654,0.2615308168646176,Iris-setosa
+20,5.108947716516297,3.3993857551830935,1.510032243512539,0.2615406113003095,Iris-setosa
+21,5.1089477161730645,3.0562342647894902,1.5100224066255832,0.2615308175805671,Iris-setosa
+22,6.179574413750958,3.055157222713273,4.903652545850405,1.6742091094990625,Iris-versicolor
+23,6.17937828074322,3.054977682160747,4.899903884791242,1.6665768279213047,Iris-versicolor
+24,5.1089477161730255,4.424679183244345,1.5100223900916743,0.26153087911910344,Iris-setosa
+25,6.179858078045367,3.0544787931194803,4.906212636036045,1.6907610328571872,Iris-virginica
+26,6.179486160960765,3.054087407882037,4.901379040201538,1.67173523358113,Iris-versicolor
+27,5.108947749095233,3.054038801719564,4.899501658981647,1.6654369186708686,Iris-versicolor
+28,5.108947716173026,3.184969161349572,1.5100223915428306,0.26153082167956837,Iris-setosa
+29,6.1864784834432065,3.055645633746032,4.940721411763152,1.7336850535102308,Iris-virginica
+30,5.1089477161730255,4.0955576300275025,1.5100223881681867,0.26153083719724235,Iris-setosa
+31,6.180451422417297,3.054414989231897,4.909198719847506,1.706043407848186,Iris-virginica
+0,5.108947716173035,3.061286589942059,1.5100223969652022,0.261530817736844,Iris-setosa
+1,5.108947716217252,3.0542271233238036,4.899491869241783,1.6654281801365312,Iris-setosa
+2,5.10894771618242,3.054518319767737,1.5100225716075464,0.2615309438095167,Iris-setosa
+3,5.1089477161730255,4.334365259179906,1.5100223898105127,0.26153086380928636,Iris-setosa
+4,5.1089477161730255,4.363437221716983,1.5100223899263252,0.26153086419082566,Iris-setosa
+5,5.1089477161730255,3.327587539423056,1.5100223886289554,0.2615308171599844,Iris-setosa
+6,5.1089477161730255,4.299897285365357,1.5100223887532402,0.26153085415838356,Iris-setosa
+7,6.18196173271764,3.0547706233403007,4.919049860600265,1.7361634029315445,Iris-virginica
+8,6.180724181575943,3.054615001444465,4.913055482387499,1.712961544407379,Iris-virginica
+9,5.1089477161730255,4.3000798622110095,1.5100223897711151,0.26153085872553816,Iris-setosa
+10,5.108947716189843,3.054033463375594,4.899491588935928,1.6654275732468822,Iris-setosa
+11,5.1089477161730255,3.8308147126677112,1.5100223875478125,0.2615308256299177,Iris-setosa
+12,6.17939110256164,3.057017662023055,4.900260861895469,1.6675486632925767,Iris-versicolor
+13,5.108947716173026,4.4584177769853195,1.5100223972426483,0.26153096970742923,Iris-setosa
+14,5.1089477161730255,4.414270860561415,1.510022389965111,0.2615308751218963,Iris-setosa
+15,6.180932105310466,3.0544808696034824,4.911983119871824,1.7167453036325313,Iris-virginica
+16,6.1793808175552805,3.0540577866357506,4.8998809790945135,1.6665403440318127,Iris-versicolor
+17,6.180658745009637,3.0549043794681823,4.913041659199254,1.707136526690591,Iris-virginica
+18,5.1089477161730255,4.086847725360227,1.510022390609949,0.26153084775620533,Iris-setosa
+19,6.179641186459906,3.054149486045091,4.903080600493282,1.6782616353717825,Iris-versicolor
+20,5.1089477161730255,3.4549122474702596,1.5100223899076408,0.26153082239400605,Iris-setosa
+21,6.183932179014255,3.055448037532712,4.928775047282029,1.7543585983641794,Iris-virginica
+22,6.185387552431169,3.055548207434916,4.93226739246528,1.7598788093665034,Iris-virginica
+23,5.108947716173027,3.720041002664565,1.5100224004079128,0.261530884348306,Iris-setosa
+24,6.181414324349366,3.055237478613692,4.9153954720688136,1.7214139657906908,Iris-virginica
+25,5.108947716268952,3.0546895620816437,1.5100230625169448,0.26153167827398166,Iris-setosa
+26,5.1089477161730255,4.554176241500089,1.5100223909943298,0.26153093405157835,Iris-setosa
+27,5.108947721211247,3.061745222340814,1.5100329838975444,0.26154104278721874,Iris-setosa
+28,5.108947716302113,3.0543558263670567,4.899492556052216,1.6654284297700637,Iris-setosa
+29,6.1859930896275985,3.0555651851593275,4.931739084655961,1.7627582300421722,Iris-virginica
+30,5.108947716244824,3.4993917329763065,1.5100264153850422,0.26153777627578384,Iris-setosa
+31,6.179596685598242,3.0551563968286635,4.902911142932206,1.68021483244569,Iris-versicolor
+0,5.108947716173085,3.1382726409308384,1.5100224597711032,0.261530899276823,Iris-setosa
+1,6.182814574997627,3.0561348038520717,4.924064649713825,1.714071005872401,Iris-virginica
+2,5.1089477161730255,4.464510094314103,1.5100223902024499,0.2615308898978033,Iris-setosa
+3,6.179367099052003,3.0548174281973,4.8995580786306485,1.6656110081024316,Iris-setosa
+4,5.10894771617329,3.1729493558730626,1.510022571731248,0.26153101694811787,Iris-setosa
+5,6.182936771569205,3.0553556045634145,4.922065363633214,1.7586131353983312,Iris-virginica
+6,6.179384279579072,3.0543363232700327,4.900101805240008,1.6668859133996234,Iris-versicolor
+7,5.1089477161730485,3.464656797193875,1.510022459084286,0.26153094528380705,Iris-setosa
+8,6.179884048337579,3.0543508002484465,4.905785343261905,1.6958687206975127,Iris-virginica
+9,5.1089477161730255,4.282929590702771,1.5100223895615181,0.2615308595602189,Iris-setosa
+10,5.108947716173026,4.305834432982203,1.5100223992307285,0.2615309011641865,Iris-setosa
+11,6.180917346912569,3.0544841984980278,4.913851702407805,1.7149013964199649,Iris-virginica
+12,6.184635763912521,3.055926880961927,4.9344706198182,1.7293325064175016,Iris-virginica
+13,5.1089477161730255,3.4005449429946153,1.5100223879268888,0.2615308245072124,Iris-setosa
+14,5.1089477161730255,4.262501487822777,1.5100223948545097,0.2615308767705485,Iris-setosa
+15,5.1089477161730255,4.285855044641044,1.510022388675074,0.2615308482693265,Iris-setosa
+16,5.108947716407298,3.081583637974773,1.5100260471601652,0.2615337553929537,Iris-setosa
+17,6.183243948775821,3.0557813131647724,4.9257362127334305,1.7307571628801603,Iris-virginica
+18,5.108947728024421,3.058102113314565,1.510034548704139,0.261547578246471,Iris-setosa
+19,6.179372396900294,3.0594145019162355,4.899884723232932,1.6664388749506325,Iris-setosa
+20,5.108947716174175,3.1784839483341716,1.5100228228143777,0.26153115669935106,Iris-setosa
+21,5.1089477161730255,4.157540717542891,1.510022389029971,0.2615308436934381,Iris-setosa
+22,6.179546517252522,3.0542882144098566,4.902937868492378,1.677562673409011,Iris-versicolor
+23,5.108947716505403,3.0633081115650747,1.5100250812901692,0.2615337965272354,Iris-setosa
+24,5.1089477161730485,3.079804883764362,1.5100224162440066,0.2615308461303618,Iris-setosa
+25,6.1793665612066215,3.0540211288812658,4.899500817524699,1.6654390878117484,Iris-versicolor
+26,6.186483908886486,3.0552274007688163,4.9388110071258,1.773866874094918,Iris-virginica
+27,5.1089477161730255,3.478765082928381,1.5100223877133367,0.26153082012032686,Iris-setosa
+28,6.1793845734316495,3.0542680652352154,4.900158896095946,1.6676863792112078,Iris-versicolor
+29,5.108947716178082,3.0919458366926578,1.5100229316985883,0.26153137730909864,Iris-setosa
+30,6.18219719535248,3.054882470685405,4.918858091612924,1.7515136443416004,Iris-virginica
+31,5.1089477161730255,4.098810527089638,1.5100223875407135,0.26153083194495913,Iris-setosa
+0,6.179368196922225,3.055103413332489,4.899625367119361,1.665770751266331,Iris-setosa
+1,5.108947716173027,3.095878106756737,1.5100223940978288,0.2615308206431809,Iris-setosa
+2,5.108947716173072,3.3452661452542602,1.5100224751194493,0.2615309794055017,Iris-setosa
+3,5.108947716173027,3.237577038602602,1.5100224003948242,0.26153083480506706,Iris-setosa
+4,5.108947716173031,3.9946747527483195,1.5100224304453171,0.2615309405144913,Iris-setosa
+5,5.1089477161730255,4.497183313007644,1.5100223904187202,0.2615309078402646,Iris-setosa
+6,6.180577496172946,3.0543717213001966,4.910274063681886,1.705258661798608,Iris-virginica
+7,5.108947716176873,3.1760307522808024,1.5100229921544697,0.2615319174916825,Iris-setosa
+8,5.1089477161730255,3.280099554302892,1.510022387198042,0.26153081741034784,Iris-setosa
+9,6.184933638317491,3.055446190561721,4.933567757074195,1.7600640757834898,Iris-virginica
+10,5.1089477161730406,3.90573530674314,1.510022468308782,0.2615309843806334,Iris-setosa
+11,5.108947716436791,3.0853781575695605,1.5100261515095446,0.2615346486636732,Iris-setosa
+12,5.1089477161730255,4.450997140980377,1.5100223912026969,0.26153090732987816,Iris-setosa
+13,6.184809306288092,3.055330404215915,4.928448346655439,1.780610775262692,Iris-virginica
+14,6.183016035190046,3.055113174326654,4.923906916536401,1.7489595883490738,Iris-virginica
+15,5.1089477161730255,3.9859236343461335,1.510022387980264,0.26153083547718475,Iris-setosa
+16,5.10894771621028,3.0543068593234213,4.8994918919464565,1.6654282209590074,Iris-setosa
+17,6.179366508306322,3.054149805977273,4.89949937007594,1.665441316160677,Iris-setosa
+18,5.1089477161730255,3.2545921934567947,1.510022389970817,0.2615308198982612,Iris-setosa
+19,6.187087477947941,3.0554687737968056,4.939584624154062,1.7622303721408021,Iris-virginica
+20,5.108947716173026,4.438589436982608,1.5100223974884155,0.2615309499782392,Iris-setosa
+21,6.1793670018199816,3.060773710769684,1.5100810545775323,0.2616770978088879,Iris-setosa
+22,5.1089477161730255,4.4463597715282654,1.5100223896049847,0.2615308818496136,Iris-setosa
+23,5.108947716173026,3.7037477707737874,1.5100223949852738,0.26153084400789045,Iris-setosa

iris/lct_gan/4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180079666391828,3.055932829987471,4.908304498550349,1.6837290330145622,Iris-versicolor
+1,6.18554096726273,3.055215419304188,4.933325521411924,1.766332047415151,Iris-virginica
+2,5.108947716173026,3.1410587151693616,1.5100223905509043,0.2615308185590899,Iris-setosa
+3,6.1793672935892365,3.060553891035885,4.899637841168556,0.26169590588233654,Iris-setosa
+4,6.1793699426749535,3.0548232828920914,4.899667434789665,1.6659727039549257,Iris-versicolor
+5,5.108947716173085,3.8699183043506378,1.5100225249471624,0.2615312287383988,Iris-setosa
+6,6.179419565721878,3.0540808393801484,4.900522025492132,1.6687200959727746,Iris-versicolor
+7,6.184248678892105,3.055449299200246,4.926212610890807,1.7557196135417976,Iris-virginica
+8,6.1825240631464675,3.0548636723523033,4.9211010766564405,1.7442982638947007,Iris-virginica
+9,5.1089477161730255,4.514020772267913,1.5100223922245257,0.2615309491844186,Iris-setosa
+10,6.179382319467096,3.0541459110227445,4.900061036009627,1.6668982768105995,Iris-versicolor
+11,6.187101595115889,3.0554199759699636,4.940446208062688,1.7553595211934256,Iris-virginica
+12,5.108947716905223,3.0988245249628226,1.5100276983454506,0.2615421884681834,Iris-setosa
+13,5.1089477161730255,4.2925708227446835,1.5100223897406952,0.2615308581691528,Iris-setosa
+14,6.179373518463097,3.054050140379853,4.899756447188364,1.6662290185391517,Iris-versicolor
+15,5.108947716198938,3.378474240951185,1.5100252687515323,0.26153335649475656,Iris-setosa
+16,5.1089477161731445,3.280958577331345,1.5100225293661185,0.2615309897525272,Iris-setosa
+17,6.187599252301748,3.055489928939753,4.939980944122308,1.7294052635515322,Iris-virginica
+18,6.179930590407243,3.0546052981052565,4.907130400683505,1.6924777733238097,Iris-virginica
+19,6.179725999861461,3.0551015544884006,4.904893296982917,1.6784655543688252,Iris-versicolor
+20,6.185948958924158,3.05570190649268,4.935428290675017,1.7374638828685884,Iris-virginica
+21,5.108947716173173,3.054662666447004,1.5100224161029199,0.2615308198469632,Iris-setosa
+22,6.181272866478095,3.0549292590408115,4.915302100668912,1.7263221098499706,Iris-virginica
+23,6.179366519875391,3.0822225410209287,1.5100470679482672,0.2615709632040445,Iris-setosa
+24,6.1805528824594225,3.0550503491395,4.912615949713273,1.7095990261497018,Iris-virginica
+25,6.179832904236046,3.0543484274652597,4.904682968231377,1.6910766813634173,Iris-versicolor
+26,6.179366597864057,3.0540117772409068,4.8995018521545095,1.6654379775734154,Iris-versicolor
+27,6.179457322399848,3.0541770042123915,4.901515587177729,1.6723440138103671,Iris-versicolor
+28,5.108947716173032,3.0726264170898934,1.510022398839122,0.2615308187136662,Iris-setosa
+29,5.1089477161730255,4.413582076016726,1.510022389983676,0.2615308736651818,Iris-setosa
+30,5.108947716244354,3.0541964371524903,4.8994921343027515,1.6654279637078082,Iris-setosa
+31,5.1089477161730255,3.4590691162904847,1.5100223876653716,0.2615308210896736,Iris-setosa
+0,6.180309469636421,3.0543156084630407,4.907467027053384,1.7002601129219803,Iris-virginica
+1,6.179806160119246,3.0549623396033425,4.905997867355234,1.6826197281568243,Iris-versicolor
+2,5.1089477161730645,3.0633830199431418,1.5100224145242878,0.26153083455277937,Iris-setosa
+3,6.179366937796959,3.0540992085963654,4.899527374318827,1.6655272614269405,Iris-versicolor
+4,6.1793665145074845,3.0548257209018495,4.899506451107862,1.6654562948387392,Iris-setosa
+5,6.1793667048393335,3.0541942719850024,4.8995164084403955,1.6654908551465024,Iris-versicolor
+6,5.1089477161730255,4.113417808119571,1.51002238851343,0.26153084284696426,Iris-setosa
+7,6.180619909725681,3.0548445581746857,4.911672659380892,1.7180630658358964,Iris-virginica
+8,6.179949918113191,3.054465047694923,4.906606297518472,1.69485427091411,Iris-virginica
+9,6.179366531922395,3.0567959965256986,4.899519042098787,1.6654780337344144,Iris-setosa
+10,6.179377891940918,3.055839847535248,4.899915053646331,1.6666112934528579,Iris-versicolor
+11,5.108947721087726,3.0540606775903414,4.899495685998841,1.6654338156413282,Iris-versicolor
+12,5.1089477161730255,4.509025461528106,1.5100223901009084,0.26153090565249515,Iris-setosa
+13,6.179472201050148,3.0540840943759817,4.901559440468576,1.6723309313925117,Iris-versicolor
+14,5.108947716173211,3.055272439452259,1.5100224132019984,0.26153084130003507,Iris-setosa
+15,5.108947716173054,3.162543119635462,1.510022442028589,0.2615308682835686,Iris-setosa
+16,5.1089477161730255,3.758799532351955,1.5100223882705979,0.2615308293818403,Iris-setosa
+17,6.179930155498565,3.0547291187648122,4.906690288786111,1.7000687029317483,Iris-versicolor
+18,5.108947716173026,3.8348767383804736,1.5100223978890193,0.26153085827804845,Iris-setosa
+19,5.1089477161730255,3.9297026391085597,1.5100223884513464,0.2615308304584997,Iris-setosa
+20,5.1089477161730255,4.165121056770611,1.510022389026912,0.26153084507222396,Iris-setosa
+21,5.1089477161730255,3.9313128597315066,1.510022389022046,0.26153083202920885,Iris-setosa
+22,5.1089477161730255,4.054449093175526,1.5100223884886415,0.26153084003550303,Iris-setosa
+23,5.108947716173027,3.5407778958500735,1.5100224025771196,0.2615308563841332,Iris-setosa
+24,5.108947716173051,3.0627535493685816,1.5100224041534107,0.26153084018112266,Iris-setosa
+25,5.108947716173026,3.5190397113716165,1.5100223939528248,0.2615308299715271,Iris-setosa
+26,5.1089477161730255,4.166628140021945,1.5100223913814348,0.261530855200125,Iris-setosa
+27,5.10894772008355,3.1321528842701096,1.5100400840322794,0.2615529565465604,Iris-setosa
+28,5.1089477161730255,4.448344006795524,1.5100223913098247,0.2615308950887209,Iris-setosa
+29,5.108947716173064,3.6511512659357344,1.510022499125425,0.2615309866587143,Iris-setosa
+30,6.179717815769905,3.0544605036190386,4.904645447311486,1.685343402888543,Iris-versicolor
+31,5.108947719150896,3.069052271843424,1.5100310221562605,0.26154389891806523,Iris-setosa
+0,5.1089477161730255,4.484386860455334,1.5100223910651998,0.26153091059217903,Iris-setosa
+1,5.108947807543137,3.05707008537064,4.89955470091586,1.6655217231648076,Iris-setosa
+2,5.108947716173026,3.753387138614855,1.510022395301208,0.26153084435084856,Iris-setosa
+3,6.1846306149005255,3.0552553244828906,4.930531233164845,1.7664291439312385,Iris-virginica
+4,5.108947737210149,3.054514470821461,4.899509281287964,1.6654503868152495,Iris-setosa
+5,5.1089477161730255,3.744600679434983,1.5100223875684922,0.2615308211895393,Iris-setosa
+6,5.108947716173033,4.131018854853392,1.5100224425740634,0.2615310164709231,Iris-setosa
+7,5.1089477161730334,3.0985599746423977,1.5100224073026673,0.2615308286462804,Iris-setosa
+8,6.179415241357697,3.0548931037485163,4.900901021626313,1.6688418616026615,Iris-versicolor
+9,6.180531550975247,3.054351410505532,4.909246417038386,1.7059835577644795,Iris-virginica
+10,6.179367056619686,3.054111337858418,4.899535313125981,1.6655199177841085,Iris-versicolor
+11,6.18598597143486,3.0556220132248306,4.935452679018901,1.7343993915350384,Iris-virginica
+12,6.179378207401945,3.0540458352311886,4.8998657453200245,1.6663948967500701,Iris-versicolor
+13,6.179366580719621,3.060188216135725,1.5100487640064622,0.26158412726805436,Iris-setosa
+14,5.10894771617304,3.832035515012924,1.510022463571663,0.2615309634800487,Iris-setosa
+15,5.1089477161730255,4.408259837324742,1.5100223927873921,0.26153089914658006,Iris-setosa
+16,5.108947716174406,3.0548249215304697,1.5100224759394016,0.2615308544747017,Iris-setosa
+17,5.1089477161730255,3.9221831931741686,1.5100223871557095,0.26153083140756095,Iris-setosa
+18,5.1089477161730255,4.520876471001573,1.510022390523707,0.2615309084979001,Iris-setosa
+19,6.180273812179328,3.054510234792084,4.908571515740382,1.7119856885315299,Iris-virginica
+20,5.108947720170151,3.13216696133644,1.510038633473606,0.2615555624257047,Iris-setosa
+21,5.1089477161730255,4.554510690958886,1.5100223904912686,0.2615309487176952,Iris-setosa
+22,5.1089477161730255,4.469748050918195,1.5100223903904992,0.2615308920400467,Iris-setosa
+23,5.108947716173027,3.4205199008592704,1.5100224026483289,0.26153084316971453,Iris-setosa
+24,5.1089477161730255,4.551568442423637,1.5100223904749994,0.2615309417336396,Iris-setosa
+25,6.187956669935808,3.0555010321976472,4.940631481308436,1.7507127351152516,Iris-virginica
+26,6.179999406241433,3.0546372821168037,4.906542439923058,1.702057638277265,Iris-virginica
+27,5.108947716173026,4.121920098597236,1.5100223970078661,0.2615308721535237,Iris-setosa
+28,6.179371220505489,3.0540370342159435,4.899661350711299,1.665812079199583,Iris-versicolor
+29,5.108947716176222,3.3046759741531178,1.5100231391589287,0.2615317677315507,Iris-setosa
+30,6.179470448615672,3.0541987406591717,4.901712695609942,1.673770119706066,Iris-versicolor
+31,5.108947716173228,3.056215365434441,1.5100224328286984,0.2615308331804171,Iris-setosa
+0,6.179377583214063,3.0540715733331565,4.899851109040419,1.6665836141349875,Iris-versicolor
+1,6.183683385628842,3.0555260727614284,4.926345661813536,1.7608051284008284,Iris-virginica
+2,6.179366936377028,3.0540526211591743,4.8995214734309025,1.6655265344227408,Iris-versicolor
+3,6.181349558033064,3.0546370716711824,4.914809080917166,1.7289181496452195,Iris-virginica
+4,6.179368480337551,3.0547033239071744,4.899599457936038,1.6659084100885562,Iris-versicolor
+5,5.1089477161730255,4.388246344617946,1.5100223893991707,0.2615308690582068,Iris-setosa
+6,6.186202934786135,3.055687052543422,4.937659567750114,1.7425443079908889,Iris-virginica
+7,5.1089477161730255,4.2539567471981545,1.5100223909875798,0.26153086108132284,Iris-setosa
+8,6.187039028920717,3.0555539141687764,4.941689013053326,1.7523089744334561,Iris-virginica
+9,5.1089477161730255,3.8914551597340576,1.5100223871737215,0.2615308244885485,Iris-setosa
+10,5.1089477161730255,4.456806216915988,1.5100223900077594,0.2615308916423445,Iris-setosa
+11,6.1793665532023985,3.0875762728020653,1.5100609728882337,0.2615918266508765,Iris-setosa
+12,5.10894771617306,3.1107225341932025,1.5100224276283325,0.2615308988723127,Iris-setosa
+13,5.1089477161730255,3.636178470594315,1.5100223862883562,0.2615308197564373,Iris-setosa
+14,6.182709482306799,3.0554908025179914,4.9224075352246155,1.7461372901802485,Iris-virginica
+15,5.1089477161730255,4.4732526608662955,1.5100223904752565,0.2615308936969541,Iris-setosa
+16,6.179373963888006,3.0540344049411505,4.899713066763664,1.665838793843093,Iris-versicolor
+17,6.179404354806098,3.054154271129761,4.900368952188537,1.6706930916331655,Iris-versicolor
+18,6.182593443913131,3.054877335268895,4.922003881556296,1.745545308121379,Iris-virginica
+19,5.10894771617309,3.060477609403292,1.5100224152599375,0.26153084612906285,Iris-setosa
+20,6.179366497271659,3.0541221194735995,4.89949578011085,1.6654407812140337,Iris-setosa
+21,5.1089477161730255,4.21526003811313,1.5100223888828956,0.2615308473930251,Iris-setosa
+22,5.108947716174324,3.1196235933147096,1.510022657047734,0.26153133417196617,Iris-setosa
+23,6.181748967078262,3.055665364016664,4.918257971074354,1.7141648593126486,Iris-virginica

iris/lct_gan/4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173057,3.055845138710697,1.5100223978635186,0.26153082316526444,Iris-setosa
+1,6.179366935030543,3.0726646734173415,1.5100973073039154,0.2616968982053851,Iris-setosa
+2,6.181750955605709,3.0546187988735727,4.915420141816666,1.7381384491685605,Iris-virginica
+3,6.179418083776329,3.0552748263473264,4.900804340896207,1.6680603478213893,Iris-versicolor
+4,5.1089477161730255,4.441377855252304,1.5100223904741001,0.2615308934240768,Iris-setosa
+5,5.1089477161730255,4.084025099690555,1.510022388614514,0.2615308351348334,Iris-setosa
+6,5.1089477161730255,4.352182059815982,1.5100223900026786,0.26153086534551057,Iris-setosa
+7,5.108947716173026,3.137410597708374,1.5100223891053586,0.26153082016636353,Iris-setosa
+8,6.1871639368195765,3.0554820832371994,4.9399736964067795,1.7391246509131095,Iris-virginica
+9,5.1089477161730255,4.285186351792124,1.5100223896665683,0.2615308601603813,Iris-setosa
+10,5.1089477161730255,4.210294298228121,1.5100223902981629,0.26153085833459283,Iris-setosa
+11,5.1089477161730255,4.290690549123737,1.5100223887354285,0.26153085376388885,Iris-setosa
+12,6.184641561649133,3.055548005290401,4.930629740187161,1.7384339083857598,Iris-virginica
+13,5.1089477161730255,3.731359994337508,1.5100223886587034,0.26153082807608646,Iris-setosa
+14,6.184271107822427,3.0556690275715668,4.928057854876039,1.7439556528344065,Iris-virginica
+15,5.108947719989358,3.267685178831785,1.5100442050343865,0.26156867170647696,Iris-setosa
+16,5.1089477161730255,4.391021368423797,1.5100223895916896,0.2615308693931262,Iris-setosa
+17,5.108947716173064,4.12749384410651,1.5100225184400544,0.2615312975915447,Iris-setosa
+18,6.179632505454358,3.0542231839709335,4.90294650837587,1.6818918240260392,Iris-versicolor
+19,6.1793674982086655,3.054197842517205,4.899554305112141,1.665568606170496,Iris-versicolor
+20,6.1864454859836275,3.0555501048162617,4.937942131727695,1.745480785920366,Iris-virginica
+21,5.1089477161730255,4.519168676861225,1.510022391659802,0.26153093581669773,Iris-setosa
+22,6.1827674798910985,3.055713975596867,4.923422857937677,1.7280916481785418,Iris-virginica
+23,5.108947716173026,4.258955664139767,1.5100224064736487,0.2615309286662392,Iris-setosa
+24,6.182920616897017,3.055495564334409,4.921821644346689,1.7498940379115604,Iris-virginica
+25,5.108947756795442,3.05753216438872,4.899535796169205,1.6654927672643438,Iris-setosa
+26,5.108947716191771,3.658479737725984,1.510024873863086,0.2615350358311737,Iris-setosa
+27,6.186726059903505,3.0555849064748273,4.939589048449779,1.7489528607611649,Iris-virginica
+28,6.184339853808043,3.055431997783,4.926457394822343,1.7658216316500377,Iris-virginica
+29,5.1089477161730255,3.40821041434351,1.5100223881486976,0.2615308180069254,Iris-setosa
+30,5.1089477161730255,4.356160421646877,1.510022390420858,0.2615308731495368,Iris-setosa
+31,5.108947716173104,3.069497063027886,1.5100224428736595,0.26153083819455153,Iris-setosa
+0,6.181823870370315,3.055482334484016,4.917595796270798,1.7284372413025355,Iris-virginica
+1,5.108947716173042,3.279201197916184,1.5100224360047731,0.2615308945689797,Iris-setosa
+2,5.1089477161730255,4.533442641810072,1.5100223906002945,0.2615309282429738,Iris-setosa
+3,5.108947716258577,3.10175995069305,1.5100247422196007,0.26153341245917666,Iris-setosa
+4,5.1089477161730255,4.324005877807181,1.5100223904160406,0.26153086138037857,Iris-setosa
+5,6.181063663246685,3.054431201317606,4.912669558732511,1.7142036457166556,Iris-virginica
+6,5.108947716173026,4.091478500614752,1.5100224048329907,0.261530885467207,Iris-setosa
+7,5.1089477161730255,4.2237048354305955,1.5100223908339052,0.2615308590627877,Iris-setosa
+8,6.185493488010834,3.0555405768567896,4.932946886119704,1.7551852825393552,Iris-virginica
+9,5.1089477161730255,4.4676423381672885,1.5100223906356725,0.2615308901058867,Iris-setosa
+10,5.1089477161730255,4.328302100568573,1.5100223895968805,0.2615308626963047,Iris-setosa
+11,5.108947716208204,3.0541757671085854,4.8994919632472556,1.6654276616293742,Iris-setosa
+12,6.184880853537022,3.0550567958289427,4.931810542503541,1.7660588460081916,Iris-virginica
+13,6.183225917299045,3.0557906754039776,4.923807929563984,1.725071359250904,Iris-virginica
+14,5.108947728590242,3.0541093989086536,4.899500625180843,1.6654381683134851,Iris-versicolor
+15,5.1089477161730255,3.0997789288091857,1.5100223854567338,0.26153081238081394,Iris-setosa
+16,5.1089477161730255,4.49635326838655,1.5100223901657481,0.26153089676338065,Iris-setosa
+17,5.1089477161730255,3.3295552376791813,1.510022388947011,0.2615308217296479,Iris-setosa
+18,5.1089477161730255,4.0928246442312615,1.510022387457928,0.2615308332302274,Iris-setosa
+19,6.184945617238904,3.0553035267430895,4.9314814718302,1.7676760119747223,Iris-virginica
+20,6.180320649939834,3.0543457577037074,4.908230031243668,1.7067118664640815,Iris-virginica
+21,6.1842230429405705,3.055433710024521,4.931273883249797,1.7482977398656245,Iris-virginica
+22,6.183371749965559,3.055319580277669,4.9278138870160095,1.7402204581805567,Iris-virginica
+23,6.185609277511769,3.0554973696489394,4.933053744586445,1.7655504922389846,Iris-virginica
+24,6.180301839278909,3.055270936801094,4.908866996941767,1.6980643548193632,Iris-versicolor
+25,6.180135819721062,3.055156621713179,4.908682347474814,1.6933337903695462,Iris-versicolor
+26,6.17997664623846,3.055316834171094,4.9083481169470495,1.6840000712834111,Iris-versicolor
+27,6.182873668546568,3.0552331973558635,4.922407200666565,1.7556824845648797,Iris-virginica
+28,6.181809970199182,3.0546499866329437,4.917004916725863,1.7378895349412302,Iris-virginica
+29,5.108947716173033,3.9609815971500844,1.510022430427507,0.26153098799921237,Iris-setosa
+30,5.1089477161730255,4.456914402970128,1.5100223897731022,0.26153088424061244,Iris-setosa
+31,5.1089477161730255,4.479869835109161,1.510022391271386,0.26153090741104,Iris-setosa
+0,6.183474818398541,3.0550188085579575,4.9229921285175795,1.76844890154784,Iris-virginica
+1,5.108947716173028,3.1646949788901755,1.5100224011992498,0.26153082713740683,Iris-setosa
+2,6.180913321055177,3.0545580154567036,4.9120149216469065,1.7202455253699795,Iris-virginica
+3,5.108947722201227,3.0559690898233955,4.899505345661412,1.6654472269131328,Iris-setosa
+4,5.1089477161730255,3.614065447196849,1.5100223879030918,0.26153082280110146,Iris-setosa
+5,5.108947716173026,4.340082222417994,1.510022401116938,0.2615309383291944,Iris-setosa
+6,5.1089477161730255,3.5703203131711514,1.5100223888497784,0.26153082786719123,Iris-setosa
+7,5.1089477161730255,4.378328053243099,1.5100223893054128,0.2615308642149817,Iris-setosa
+8,5.1089477161730255,4.542677712494442,1.5100223909027273,0.2615309238743399,Iris-setosa
+9,5.1089477161730255,4.411376007821313,1.5100223897563385,0.26153087675359943,Iris-setosa
+10,6.1815258920857445,3.055417713843039,4.916989836599894,1.7292699157063247,Iris-virginica
+11,5.108947716173258,3.0640563807305137,1.5100224483023779,0.26153088436685595,Iris-setosa
+12,5.108947716173028,4.075199384428181,1.5100224169334246,0.2615309430621052,Iris-setosa
+13,6.18616940607652,3.0553697556856747,4.9374562752702875,1.7753797265596896,Iris-virginica
+14,6.1805876653060565,3.0551165212320845,4.912649555600461,1.7032670902304772,Iris-virginica
+15,6.186175950491333,3.0556532525516804,4.937814474381017,1.736377498139396,Iris-virginica
+16,6.179404956972261,3.054331568823991,4.900687363709498,1.6687978306898816,Iris-versicolor
+17,6.1831267980338165,3.055010127713803,4.92439748651027,1.7422039677362129,Iris-virginica
+18,5.108947716173026,3.441434428845544,1.5100223940447939,0.2615308309922018,Iris-setosa
+19,5.108947716173031,3.327990790060569,1.510022419983072,0.26153084873217863,Iris-setosa
+20,6.179369540067972,3.0541242355136307,4.899612667788213,1.6657252131104003,Iris-versicolor
+21,5.1089477161730255,4.480830733338596,1.5100223903715997,0.2615308965247206,Iris-setosa
+22,6.185723365897102,3.0555901696780636,4.933725093159355,1.7463587067786277,Iris-virginica
+23,5.1089477161730255,4.122193551728366,1.5100223906311723,0.26153084712888447,Iris-setosa
+24,5.1089477161730255,3.517481986743512,1.5100223866680125,0.26153081840328235,Iris-setosa
+25,5.1089477161730255,3.9568817578355415,1.5100223922452443,0.26153085325295544,Iris-setosa
+26,5.1089477161730255,4.40619595651477,1.5100223908399684,0.26153087826832827,Iris-setosa
+27,6.179734695660266,3.0543634797103385,4.904391011614689,1.6848365548331188,Iris-versicolor
+28,5.1089477161730255,4.132233217552525,1.5100223885513353,0.26153084079626016,Iris-setosa
+29,5.1089477161730255,3.1104782912966904,1.5100223866881626,0.26153081257240546,Iris-setosa
+30,6.180009315980558,3.055561464251327,4.907503468085548,1.6842304373355412,Iris-versicolor
+31,6.182661940308836,3.0550100190447753,4.921002514916687,1.7494532928119222,Iris-virginica
+0,5.108947716173027,3.1237790647317354,1.5100223947572753,0.2615308249177717,Iris-setosa
+1,6.179373807177388,3.054671751932357,4.899792814498551,1.6661278847973968,Iris-versicolor
+2,6.184081566245479,3.0558262127921076,4.92906109128868,1.7397888941829438,Iris-virginica
+3,6.18830422319092,3.055285470176721,4.9432734706013814,1.7831994023131643,Iris-virginica
+4,5.1089477161730255,4.490258890371022,1.5100223907598378,0.26153090790305883,Iris-setosa
+5,6.17936652939108,3.0540829763553186,4.89950102981126,1.665443990249487,Iris-versicolor
+6,6.179596276790185,3.054254309648092,4.9031345909712325,1.6788297168752555,Iris-versicolor
+7,6.179372856464173,3.0540109902645884,4.899687814385018,1.665694489305126,Iris-versicolor
+8,6.179500464286273,3.054350111558484,4.902543207048768,1.6743550446491997,Iris-versicolor
+9,5.108947746773159,3.054310167490356,4.899509334252734,1.6654503361788304,Iris-setosa
+10,6.1793954050001005,3.054490400782778,4.900410804384501,1.66742543579079,Iris-versicolor
+11,5.108947716173321,3.054469918280988,1.5100224215582596,0.2615308229554591,Iris-setosa
+12,5.108947716173026,3.2461195768682654,1.5100223910979305,0.2615308187171671,Iris-setosa
+13,5.1089477161730255,4.0696027652960325,1.5100223926244232,0.261530851817742,Iris-setosa
+14,6.183597347175685,3.0555205819569506,4.9259154076534735,1.760393505730713,Iris-virginica
+15,5.108947716488729,3.0544163894775958,4.899493301351931,1.6654294730717623,Iris-setosa
+16,6.186102667965056,3.0556740824925006,4.9347756648461045,1.7338869986029646,Iris-virginica
+17,6.182069380393466,3.0554139982678707,4.919203394605146,1.7363870707596314,Iris-virginica
+18,5.1089477161730255,4.417215478886421,1.5100223898373342,0.2615308693528871,Iris-setosa
+19,5.108947716173031,4.215436226829872,1.5100224346855065,0.26153103090570073,Iris-setosa
+20,5.1089477161730255,4.442550076907491,1.5100223896627074,0.2615308850998821,Iris-setosa
+21,5.1089477161730255,3.9781938953293627,1.510022388911595,0.2615308326590949,Iris-setosa
+22,6.1851373319213145,3.055715450678297,4.936321513769766,1.733505829524286,Iris-virginica
+23,5.108947716921409,3.0542938982276326,4.899494295022287,1.6654305947455066,Iris-setosa

iris/lct_gan/4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179368523932825,3.055341586560713,4.899659731404898,1.66576820188633,Iris-setosa
+1,5.108947716173026,3.1494712820581974,1.5100223884259467,0.2615308172861973,Iris-setosa
+2,5.1089477161730255,3.5448671741450455,1.5100223863583995,0.2615308206727492,Iris-setosa
+3,5.108947716173027,3.5505600273482103,1.5100224041725134,0.26153086085313987,Iris-setosa
+4,6.180199450594989,3.0548504951258932,4.9097235984368055,1.692856360013628,Iris-virginica
+5,6.180906649753874,3.055352808750821,4.913156443877757,1.7085490819779081,Iris-virginica
+6,5.10894771617303,3.647872301186268,1.510022415045988,0.26153090438632237,Iris-setosa
+7,6.179390703012984,3.0542305251171546,4.9002123777994315,1.6679466393099995,Iris-versicolor
+8,6.179534514463638,3.0541117756159997,4.901845600554363,1.674075825281087,Iris-versicolor
+9,5.1089477161730255,3.798360699526724,1.51002239343672,0.26153083777237146,Iris-setosa
+10,6.179369294820278,3.0540195282220206,4.899602028275483,1.6655591804588026,Iris-versicolor
+11,5.1089477161730255,4.117803258617043,1.5100223878396546,0.26153083662029014,Iris-setosa
+12,5.1089477161730255,4.404140421486117,1.5100223897491152,0.2615308734870484,Iris-setosa
+13,6.179665477706576,3.0548146846565216,4.904637444104471,1.6786250287080628,Iris-versicolor
+14,5.1089477161730255,3.800181573852231,1.5100223917517117,0.26153083509249775,Iris-setosa
+15,5.1089477161730255,4.079420083020349,1.510022390264553,0.2615308403184586,Iris-setosa
+16,5.108947716173034,3.796547346707838,1.5100224403802887,0.26153094137934413,Iris-setosa
+17,6.179368110512258,3.0584619188798015,4.899686555322109,1.6658553005414076,Iris-setosa
+18,6.180764174089104,3.0545523341292595,4.911516541149572,1.7157566157473485,Iris-virginica
+19,6.185505520614994,3.055278233624439,4.935254942704085,1.7597264892068911,Iris-virginica
+20,5.1089477161730255,4.1148714165498586,1.5100223894153968,0.2615308498460148,Iris-setosa
+21,6.1814159984493,3.0546516373456587,4.915964756985924,1.7260175674102984,Iris-virginica
+22,6.180809675968408,3.054631201279754,4.912300915626185,1.7207935790856836,Iris-virginica
+23,6.1793723981455475,3.055177357071697,4.899741752380641,1.6663450476115989,Iris-versicolor
+24,6.180391650513652,3.0544770165821182,4.908512300528761,1.714860375099509,Iris-virginica
+25,6.179675798606736,3.0548992901353897,4.903814071337136,1.6791077608730751,Iris-versicolor
+26,5.108947716633537,3.054100240122017,4.899492808849089,1.6654297544358476,Iris-setosa
+27,6.179921929096987,3.0546871322723725,4.906768154045704,1.6872508665572041,Iris-versicolor
+28,6.185751673436744,3.0552702168687866,4.933886234451501,1.7763822480882934,Iris-virginica
+29,6.183890080934804,3.0547778601441316,4.922609767749496,1.7712498880754326,Iris-virginica
+30,6.179897027535881,3.0544883222360766,4.906169094243757,1.695530073759095,Iris-virginica
+31,5.1089477161730255,3.880225550348701,1.5100223870904097,0.26153082563918556,Iris-setosa
+0,5.1089477161730255,3.7214970324017784,1.5100223873898062,0.2615308250811052,Iris-setosa
+1,5.108947716173026,3.903316421124084,1.5100223933998957,0.26153085743013893,Iris-setosa
+2,6.184505528523963,3.055601929075522,4.929831056318781,1.7436711365511774,Iris-virginica
+3,6.181050321166961,3.0552711524286185,4.913776611322328,1.7257594264038185,Iris-virginica
+4,6.18110583330982,3.054573152750389,4.912872679243246,1.7174823203496548,Iris-virginica
+5,6.179407904313539,3.055538979120225,4.900532388584088,1.668012861760406,Iris-versicolor
+6,6.180066429237472,3.054446068448015,4.907100323289403,1.7045814658013254,Iris-virginica
+7,6.179846798916898,3.0548307169603928,4.9061667804777995,1.6831711554544382,Iris-versicolor
+8,6.180299846655537,3.0544422238786857,4.909272439870317,1.700133228395413,Iris-virginica
+9,6.182312302141344,3.0553380970774935,4.921448723118373,1.7398363266140888,Iris-virginica
+10,5.1089477161730255,3.1971899481802297,1.5100223869650864,0.2615308155011699,Iris-setosa
+11,6.185336560793865,3.055654746448951,4.930652477627767,1.7561607827861634,Iris-virginica
+12,6.181699117593676,3.055516194545581,4.919486208719588,1.716075941262101,Iris-virginica
+13,5.1089477161730255,4.364596151942662,1.5100223941651354,0.26153089746165975,Iris-setosa
+14,5.1089477161731915,3.247398168597398,1.5100225422332403,0.26153109587681916,Iris-setosa
+15,5.1089477161730255,4.419699533723804,1.5100223892635616,0.26153087411497317,Iris-setosa
+16,5.1089477161739785,3.055102014621237,1.5100224638003876,0.2615308732514933,Iris-setosa
+17,6.179616986608985,3.0540962259711484,4.902655357278041,1.6755030421097068,Iris-virginica
+18,5.108947716194123,3.0545382989709386,1.5100226846494815,0.2615310376134323,Iris-setosa
+19,5.1089477161730255,4.040903787059895,1.5100223890281348,0.26153083635855373,Iris-setosa
+20,6.1806806060009025,3.0544676259682224,4.910021745159109,1.7189781972373697,Iris-virginica
+21,6.1795008246839975,3.054438653698651,4.901750817249137,1.6772721049067851,Iris-versicolor
+22,6.179368533864045,3.054116153707491,4.8995728728030405,1.665761832450919,Iris-versicolor
+23,5.108947716173026,4.003458326966748,1.5100223945241593,0.2615308573706092,Iris-setosa
+24,5.108947716173027,3.1153344155261298,1.5100223946920268,0.2615308200582961,Iris-setosa
+25,6.184307596403469,3.055346010195092,4.928496719997519,1.7490093698894793,Iris-virginica
+26,6.179425314410891,3.054148413517005,4.901043436363785,1.6699346005500533,Iris-versicolor
+27,5.108947716233717,3.1666483553734195,1.510025472289174,0.26153339822117916,Iris-setosa
+28,5.108947716176833,3.4695788762784634,1.510023456757551,0.2615322127556602,Iris-setosa
+29,6.181469531999505,3.054681765531701,4.915124172066725,1.7193577708793426,Iris-virginica
+30,5.108947716173026,3.9626474563151604,1.5100223958307804,0.2615308653769134,Iris-setosa
+31,5.108947764496678,3.070676104268272,1.5100589203096944,0.26158231368940593,Iris-setosa
+0,5.1089477161730255,3.3321764827366476,1.5100223866117268,0.2615308173771327,Iris-setosa
+1,6.182774793293824,3.055882312372648,4.923070798123514,1.7263462273717085,Iris-virginica
+2,6.180140066671193,3.054251646074637,4.90602615079904,1.6893794499229353,Iris-virginica
+3,5.1089477161730255,4.4726350730486635,1.5100223922452247,0.26153091904099934,Iris-setosa
+4,5.108947716173026,4.210505827722548,1.5100224043242696,0.26153090108823185,Iris-setosa
+5,5.108947716173217,3.0641965396274395,1.5100224476464421,0.2615308750222016,Iris-setosa
+6,6.182333692275664,3.0560099061113997,4.9228542515168,1.7167366902319106,Iris-virginica
+7,5.1089477161730255,3.327087333474166,1.5100223888717041,0.2615308200288567,Iris-setosa
+8,5.1089477161730255,4.112219209674041,1.5100223902109235,0.26153084478013583,Iris-setosa
+9,6.183265092108942,3.0549314530483547,4.923040293933395,1.7611503822090402,Iris-virginica
+10,5.108947716173435,3.0569925675272382,1.5100224593101472,0.2615308532526136,Iris-setosa
+11,5.1089477161730255,4.247536986745509,1.5100223894480969,0.26153084976483876,Iris-setosa
+12,6.182959903604068,3.055239637404421,4.922389712973316,1.752860675793817,Iris-virginica
+13,5.108947716173031,3.175240144052301,1.510022404770471,0.2615308512209608,Iris-setosa
+14,5.1089477161730255,4.143445517169218,1.5100223896526286,0.26153084976396707,Iris-setosa
+15,5.1089477161875925,3.054215977881196,4.899491651704923,1.6654278044439195,Iris-setosa
+16,6.18322136367751,3.055828751220097,4.924539107747178,1.7203531015234887,Iris-virginica
+17,6.181583907448096,3.05494999429871,4.917389867973806,1.7273677310081954,Iris-virginica
+18,5.1089477161730255,3.1456833405618805,1.5100223855396437,0.2615308124458528,Iris-setosa
+19,6.187326861166216,3.05550281618085,4.940091420193391,1.7415738322277758,Iris-virginica
+20,6.18860177689377,3.055406154678326,4.944092474962954,1.74613214824109,Iris-virginica
+21,6.186122342343025,3.055128329832464,4.935057409625468,1.7897029374011937,Iris-virginica
+22,5.108947716173961,3.055819936753286,1.5100224734882464,0.2615308739764921,Iris-setosa
+23,5.108947716484048,3.0574564876803803,1.5100245386569537,0.26153264918142155,Iris-setosa
+24,5.108947716173929,3.118764930906437,1.510022693455837,0.2615310583250078,Iris-setosa
+25,6.187312080284312,3.055390297754191,4.9390064359280785,1.7804957863644062,Iris-virginica
+26,6.1793665452731625,3.0541362840788686,4.899505561013616,1.6654523501971878,Iris-versicolor
+27,5.1089477161730645,3.055718426197264,1.5100224021647946,0.2615308189829564,Iris-setosa
+28,5.108947716173364,3.293290628366969,1.5100226208655048,0.26153121493707787,Iris-setosa
+29,6.184355568560582,3.055705934088825,4.929842043580372,1.7466022506811771,Iris-virginica
+30,5.1089477161730255,3.5454880590614697,1.5100223899917715,0.2615308273147568,Iris-setosa
+31,5.108947716173026,3.4990819602412864,1.5100223959310441,0.2615308408764307,Iris-setosa
+0,6.17936661206875,3.146258285043172,1.5100815949760644,0.2616727495232163,Iris-setosa
+1,5.1089477161730255,4.307143793340304,1.5100223894932183,0.26153085908888074,Iris-setosa
+2,5.108947716173026,4.095017214928491,1.5100223963964245,0.2615308614558148,Iris-setosa
+3,6.179366517824413,3.0540479728195082,4.899498470120646,1.6654386139020232,Iris-versicolor
+4,5.108947716178813,3.063646853047984,1.5100228255271646,0.2615310801200251,Iris-setosa
+5,5.108947716173026,3.7017053726231373,1.5100223932299293,0.2615308388398356,Iris-setosa
+6,5.108947716173026,3.1300904716994435,1.5100223914396982,0.2615308209886458,Iris-setosa
+7,5.108947717078001,3.0644869097088208,1.5100276732268154,0.26153492923305965,Iris-setosa
+8,5.1089477161730255,3.9481864840441587,1.510022389126814,0.26153083393627174,Iris-setosa
+9,5.1089477161730255,4.24703654896936,1.510022388418065,0.26153085094880707,Iris-setosa
+10,6.1806864163738755,3.0544779721652247,4.911596135480213,1.7107308074153473,Iris-virginica
+11,5.108947717247187,3.0540182402330616,4.899492831807341,1.6654289962759523,Iris-versicolor
+12,6.179389400215083,3.0541324626017077,4.90029032752907,1.6674984188634543,Iris-versicolor
+13,5.108947716173026,4.0229130644624975,1.510022395957828,0.2615308590994148,Iris-setosa
+14,5.108947716173027,4.298821194746848,1.5100224155447617,0.2615309827243527,Iris-setosa
+15,6.1886653965256935,3.0554235369936262,4.943519699073287,1.7532063863732739,Iris-virginica
+16,6.179373509458329,3.054217296272957,4.899734359859321,1.6659863105381765,Iris-versicolor
+17,5.1089477161730255,4.524600853191083,1.5100223905932884,0.2615309161146604,Iris-setosa
+18,5.108947716173026,3.194788848863646,1.510022391280426,0.26153082592460514,Iris-setosa
+19,6.18515299124816,3.055411996242276,4.932155859565962,1.75253108923931,Iris-virginica
+20,6.187106586216948,3.0552983175725084,4.937988810392547,1.794880282856387,Iris-virginica
+21,5.1089477161730255,4.256460172490946,1.510022393584141,0.26153087177551665,Iris-setosa
+22,5.108947716173103,3.750555703509346,1.510022549834585,0.26153117972791917,Iris-setosa
+23,5.108947717917492,3.054021325606479,4.89949345357221,1.6654292851245815,Iris-versicolor

iris/lct_gan/4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179718765828153,3.0543989955910567,4.904087557300881,1.6850421067873622,Iris-versicolor
+1,6.18586104959243,3.055507446387001,4.936504148071638,1.7519238836473738,Iris-virginica
+2,6.189986305817707,3.0552724958997817,4.945769576950661,1.7817970623884771,Iris-virginica
+3,5.108947716173038,4.186098538736961,1.5100224634865134,0.26153110674202484,Iris-setosa
+4,5.108947716173026,3.6190848679715786,1.5100223930604098,0.26153083710742364,Iris-setosa
+5,6.1794306899405465,3.055348550333612,4.900852810775483,1.6705066188506943,Iris-versicolor
+6,5.1089477161730255,4.310393290269309,1.5100223902463141,0.2615308617224023,Iris-setosa
+7,5.108947716173053,3.059874623483146,1.5100224061307699,0.2615308227564371,Iris-setosa
+8,6.181764462219565,3.0549307563591444,4.9172963730688295,1.7405096922582168,Iris-virginica
+9,5.1089477161730645,3.128198432845109,1.510022452371896,0.26153086858010616,Iris-setosa
+10,6.1818881598165065,3.054821080281583,4.917198500768797,1.7438944520128752,Iris-virginica
+11,6.179911671073615,3.054322646669193,4.905722149310849,1.6957099796392558,Iris-virginica
+12,5.10894771617303,4.059987188804102,1.510022430477449,0.2615309396215969,Iris-setosa
+13,5.1089477161730255,3.4645375607070625,1.5100223913589408,0.26153082611082845,Iris-setosa
+14,5.108947716173083,3.056592458632056,1.5100224083130875,0.26153082337278233,Iris-setosa
+15,5.1089477161730255,3.8486986916916903,1.5100223878409234,0.26153082989510246,Iris-setosa
+16,6.183429901277724,3.055140007023815,4.923340514446606,1.771139623496881,Iris-virginica
+17,5.1089477161730255,4.262539301424558,1.510022389197319,0.26153085202566867,Iris-setosa
+18,6.1798473524330735,3.0543851883358353,4.90545248965939,1.6974343661302551,Iris-virginica
+19,5.1089477161730255,4.524950139594448,1.5100223907300845,0.26153091496908526,Iris-setosa
+20,5.108947716173066,3.8241699767396238,1.5100225099505549,0.2615311174851517,Iris-setosa
+21,6.183374825568621,3.0559050286266722,4.92619791222355,1.729111057192605,Iris-virginica
+22,5.108947716173026,4.176102559471808,1.510022406447393,0.2615309197914987,Iris-setosa
+23,5.1089477161730255,4.451240817188034,1.5100223900347605,0.26153088379238204,Iris-setosa
+24,5.1089477161730255,4.008327626712067,1.5100223928381975,0.26153084512191466,Iris-setosa
+25,5.108947716173029,4.331450932950059,1.51002242726988,0.2615310402007214,Iris-setosa
+26,5.1089477161730255,4.324423579010498,1.5100223903306949,0.26153086912823637,Iris-setosa
+27,5.1089477161730255,4.422824050001694,1.5100223901038254,0.2615308756889241,Iris-setosa
+28,5.1089477161730255,3.8763345101186477,1.5100223919165607,0.26153083609855493,Iris-setosa
+29,5.1089477161730255,3.8016895844126,1.5100223908446624,0.26153083265206456,Iris-setosa
+30,6.182898270233761,3.054917215594589,4.922136336840627,1.757906810446222,Iris-virginica
+31,5.1089477161730255,4.418450345418672,1.5100223896423897,0.2615308742720726,Iris-setosa
+0,5.1089477161730255,4.295693896541852,1.5100223937222936,0.26153087691871474,Iris-setosa
+1,5.108947716175,3.50525634441971,1.5100231884237887,0.2615319198444761,Iris-setosa
+2,6.179502137362225,3.0540877668797286,4.901882484993196,1.6724682115432181,Iris-versicolor
+3,5.1089477161730255,4.4765418260151515,1.5100223903241152,0.2615308884261964,Iris-setosa
+4,5.1089477161730255,4.301138849129531,1.510022393414208,0.2615308872092984,Iris-setosa
+5,6.185043129856222,3.0553053297433728,4.931924676826207,1.7509961159956717,Iris-virginica
+6,5.108947716173026,3.14030317725341,1.5100223886939406,0.2615308154789082,Iris-setosa
+7,6.179397899336014,3.0540456081959317,4.900157349839768,1.6672444456906694,Iris-versicolor
+8,5.1089477162324535,3.0543541144777038,4.899492049427316,1.6654288051650905,Iris-setosa
+9,5.10894771617314,3.0614163302965833,1.5100224393070751,0.2615308362501537,Iris-setosa
+10,6.179443491608873,3.054060452221595,4.901137893025448,1.6703775560962522,Iris-versicolor
+11,6.183604908425376,3.055227649399527,4.923390577775849,1.7539699251864753,Iris-virginica
+12,5.108947716173066,3.196501472738553,1.5100224429407427,0.2615309504198723,Iris-setosa
+13,6.1858405880999054,3.0555398885189953,4.9343703086837785,1.7608982640576911,Iris-virginica
+14,5.1089477161730255,4.067272025552516,1.5100223888241908,0.2615308388612683,Iris-setosa
+15,6.183026257221576,3.055158936665325,4.922710124221223,1.754326298111852,Iris-virginica
+16,5.108947716173027,4.349655142694292,1.5100224153971484,0.26153100847501626,Iris-setosa
+17,5.1089477161730485,3.066911985437671,1.5100224086880654,0.26153083538042976,Iris-setosa
+18,5.1089477161730255,3.9190431187113504,1.51002238928372,0.26153083343888617,Iris-setosa
+19,5.108947716993878,3.181291608266354,1.5100304733255039,0.2615455925386041,Iris-setosa
+20,6.179366581373109,3.17572722600248,1.5100744415081888,0.2616636929652417,Iris-setosa
+21,5.108947716173027,3.1242794638700078,1.5100223911768575,0.26153082260795607,Iris-setosa
+22,5.108947716173036,3.068684221921294,1.5100224008641225,0.2615308270593884,Iris-setosa
+23,6.183143967797936,3.0557362718652232,4.924734885177706,1.7266264434799308,Iris-virginica
+24,6.179391662458632,3.054064307230194,4.90036856906876,1.6679825292949153,Iris-versicolor
+25,5.1089477161730255,3.7731770983269315,1.5100223931889938,0.26153083199422256,Iris-setosa
+26,5.1089477161730255,4.356231309270923,1.5100223891700968,0.26153085793015085,Iris-setosa
+27,6.180361939117903,3.054537308825044,4.910500365626153,1.7056037916260534,Iris-virginica
+28,6.183723714269198,3.0557196553647095,4.9276028184065375,1.73104235126965,Iris-virginica
+29,6.179369373972678,3.0540405352263806,4.89964042534614,1.6657034882084425,Iris-versicolor
+30,5.1089477161730255,4.339230643620409,1.5100223893308355,0.26153085971648077,Iris-setosa
+31,5.1089477161730255,4.438602728412116,1.5100223896497451,0.26153087747531667,Iris-setosa
+0,5.108947981367975,3.0540276352915083,4.8995194547788055,1.6654489677114885,Iris-versicolor
+1,6.18189910795947,3.0547908527338143,4.916552186205542,1.7456163817271066,Iris-virginica
+2,5.108947722470532,3.054162976613108,4.899497952840855,1.6654334460396787,Iris-setosa
+3,6.181213232790093,3.0549574721364814,4.915539463352473,1.726125313221699,Iris-virginica
+4,5.1089477161730255,4.470293102562383,1.5100223927604042,0.2615309182485005,Iris-setosa
+5,5.108947716447922,3.1136839406755388,1.5100271508125749,0.2615349513862009,Iris-setosa
+6,6.184171763717125,3.0554080473305567,4.929652705610642,1.7501756373841248,Iris-virginica
+7,5.108947716173026,3.2539050960993787,1.5100223937018369,0.26153082503615455,Iris-setosa
+8,5.108947716173979,3.113741775136981,1.5100226746130097,0.2615311003724088,Iris-setosa
+9,6.181820119724146,3.0548170574145534,4.9152514854752205,1.7501087921750658,Iris-virginica
+10,5.108947716173026,3.285207327021836,1.5100223909809372,0.2615308286595676,Iris-setosa
+11,6.17947076305408,3.0541611989940867,4.901477265038208,1.6728088470678775,Iris-versicolor
+12,6.17950246477469,3.0541902050089123,4.901422418427769,1.674841183022639,Iris-versicolor
+13,6.188486494241623,3.0554322673425602,4.941744640364356,1.7695500465135505,Iris-virginica
+14,6.180952145881456,3.0545178910784854,4.910809283867005,1.714124108792288,Iris-virginica
+15,6.183980042062929,3.055817465337864,4.928608406105665,1.7403129347817659,Iris-virginica
+16,5.1089477161730255,3.2402736017606166,1.5100223870771243,0.26153081589841776,Iris-setosa
+17,5.1089477161730255,3.366996730950343,1.5100223896865719,0.2615308189710977,Iris-setosa
+18,5.1089477161730255,4.504019332182884,1.5100223904926846,0.26153091518362925,Iris-setosa
+19,6.17937442969994,3.054036245852963,4.89975569147703,1.666102776907916,Iris-versicolor
+20,5.108947716173026,4.232728170551864,1.5100223965068953,0.26153088101845373,Iris-setosa
+21,6.1815713542258734,3.0547161358345987,4.914599558466162,1.7410077817250174,Iris-virginica
+22,6.18055522419494,3.054459584711729,4.910175665312768,1.7041047010263644,Iris-virginica
+23,5.1089477161730255,4.528011701892262,1.51002239045466,0.2615309109012846,Iris-setosa
+24,5.1089477161730255,3.5798342462893595,1.5100223859762913,0.26153081918861487,Iris-setosa
+25,6.179758708710917,3.0550367067492803,4.905504449729545,1.6808320641664547,Iris-versicolor
+26,5.1089477161730255,4.401827403648612,1.510022389410681,0.26153086393137664,Iris-setosa
+27,5.108947716173094,3.0834264747132356,1.5100224474964847,0.2615308621028877,Iris-setosa
+28,6.183028567322618,3.0549734647962814,4.9230503322382715,1.7613865198921166,Iris-virginica
+29,5.1089477161730334,3.0851114789461063,1.5100224041755936,0.26153082395956356,Iris-setosa
+30,6.179944311098479,3.0542685966569465,4.905546570040955,1.6904103451024852,Iris-virginica
+31,5.1089477161730255,4.50541173821683,1.5100223904031964,0.26153090014980007,Iris-setosa
+0,6.180156989982704,3.0546496738573214,4.908135921940028,1.7046450320453757,Iris-virginica
+1,6.179381548853341,3.054043596752984,4.899938716202481,1.6664098246053218,Iris-versicolor
+2,5.108947721328738,3.294131337041971,1.5100474247134643,0.2615753918312695,Iris-setosa
+3,6.179387880135776,3.054033702261937,4.899995363016637,1.6663385974510463,Iris-versicolor
+4,5.108947716173329,3.0550264392367033,1.5100224257674768,0.2615308343003407,Iris-setosa
+5,6.180757656428518,3.054797510522905,4.912683241218772,1.718798513217528,Iris-virginica
+6,6.179469339437319,3.0541989150956,4.901478140517219,1.6736180483236496,Iris-versicolor
+7,6.181536954565987,3.0546735349093654,4.916264564773316,1.7249285725597059,Iris-virginica
+8,6.179483793113733,3.0543362739161823,4.901923575053414,1.6717360994073382,Iris-versicolor
+9,5.1089477161730255,4.483298817853701,1.5100223904365426,0.2615308924736411,Iris-setosa
+10,5.108947716173315,3.3906411279441557,1.5100226571901898,0.26153112229647835,Iris-setosa
+11,6.187823618294599,3.0554593405202546,4.9409248511983845,1.7577728590159638,Iris-virginica
+12,6.179456584697822,3.05422306886226,4.901379310075759,1.6733916096885637,Iris-versicolor
+13,6.179369192066444,3.055064284332378,4.899672180330485,1.6657670880730993,Iris-versicolor
+14,6.183150566941263,3.0551179470099745,4.923325435883993,1.7522064684407668,Iris-virginica
+15,5.108947716174376,3.1344198972760213,1.5100227927476468,0.2615311152527506,Iris-setosa
+16,5.10894771619184,3.1089628236261606,1.5100235652260217,0.2615319458162695,Iris-setosa
+17,5.1089477161730255,4.444299187817085,1.5100223910130206,0.26153089734978446,Iris-setosa
+18,5.108947716983276,3.0543291358452067,4.899494687970097,1.665430561492904,Iris-setosa
+19,6.179366506943022,3.0542618312301775,4.899499839988658,1.665451556549184,Iris-setosa
+20,6.183656383207397,3.0554382952537686,4.92679063340112,1.7534996204619797,Iris-virginica
+21,5.108947716177654,3.0548217226865897,1.5100225442809583,0.26153090111024,Iris-setosa
+22,6.1840460983337975,3.0548999345024757,4.928298186371461,1.7620231350269295,Iris-virginica
+23,5.108947716186203,3.0541722434273235,4.899491623196803,1.6654276925148168,Iris-setosa

iris/lct_gan/4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936672726764,3.0540711398078813,4.899514922626834,1.6654649209586039,Iris-versicolor
+1,5.1089477161757,3.0578343065456135,1.510022587388961,0.2615309121551971,Iris-setosa
+2,6.179516286382518,3.055126355175365,4.9025437567636025,1.6730938062560818,Iris-versicolor
+3,6.180173441304354,3.0543767725485194,4.908247245349727,1.6977476687898767,Iris-virginica
+4,6.18244424945177,3.0553789138685947,4.919674070881841,1.7398480786856934,Iris-virginica
+5,5.1089477161730255,4.2144321572131185,1.5100223922575757,0.26153087133850395,Iris-setosa
+6,6.179368102570448,3.054022305192046,4.899555411131109,1.6655243382502813,Iris-versicolor
+7,5.1089477161730255,4.324700638343432,1.5100223965821506,0.26153090338902746,Iris-setosa
+8,6.179534817572895,3.0542836726733746,4.90251957790934,1.6760968072077578,Iris-versicolor
+9,5.108947716173026,3.637009133421433,1.510022396024841,0.26153083647337444,Iris-setosa
+10,5.108947716176082,3.167295024632747,1.510022988564643,0.26153165773054105,Iris-setosa
+11,6.181601298566397,3.0545151834588573,4.914927239316573,1.7245152141588593,Iris-virginica
+12,5.108947716173106,3.6153042805510847,1.5100225312510513,0.26153120499178245,Iris-setosa
+13,5.1089477161730255,4.217248909925566,1.5100223884956658,0.2615308445422335,Iris-setosa
+14,6.183894783055364,3.055168464322939,4.925601945520218,1.7674060993207275,Iris-virginica
+15,5.108947716214813,3.79379416618149,1.5100264884292476,0.26153749828388734,Iris-setosa
+16,5.108947716173028,3.093966823020093,1.5100223938344561,0.2615308212422025,Iris-setosa
+17,5.1089477161731764,4.224654605951604,1.510022681570265,0.26153171683478427,Iris-setosa
+18,5.108947716173387,3.1320120170121153,1.5100225258979556,0.2615311149935978,Iris-setosa
+19,5.108947716173026,3.846097744398668,1.5100224014867165,0.2615308739738657,Iris-setosa
+20,6.181291399400526,3.0547786460828115,4.914995187431331,1.731588956367977,Iris-virginica
+21,6.184600495045308,3.0554281360077415,4.931064746947571,1.751401337343053,Iris-virginica
+22,6.179456801912506,3.054146925380199,4.900963482461408,1.672531075501479,Iris-versicolor
+23,6.179367953412541,3.054045265580348,4.899553421419407,1.6655294948650003,Iris-versicolor
+24,6.188080545313273,3.0553973710010736,4.945224172286936,1.7725771674339532,Iris-virginica
+25,5.108947716173026,3.239019686755262,1.5100223957958243,0.26153083290306184,Iris-setosa
+26,6.180666744697473,3.0544657811605496,4.910886448743389,1.7146340090584247,Iris-virginica
+27,6.1872010566957725,3.0554407382945,4.9365169269384905,1.762324251682264,Iris-virginica
+28,6.185393782418466,3.0554193339171256,4.931000608729867,1.7609453963248753,Iris-virginica
+29,6.179592204679356,3.054259410778517,4.903347106075267,1.6792095360317725,Iris-versicolor
+30,6.179610148834522,3.0548747946272776,4.903383984846937,1.6764754730168812,Iris-versicolor
+31,5.1089477161730255,3.307703792705474,1.5100223888530446,0.2615308232833696,Iris-setosa
+0,5.1089477161730255,4.536490500541028,1.5100223903891958,0.2615309276216065,Iris-setosa
+1,5.1089477165544,3.0764031214038012,1.5100259304353083,0.261535769165161,Iris-setosa
+2,6.186654178706063,3.055490161773206,4.936709504180562,1.7479295496156084,Iris-virginica
+3,6.179456707564643,3.0540687911545015,4.901032245377446,1.6710329828653943,Iris-versicolor
+4,5.1089477161730255,3.974704534463179,1.5100223874641359,0.26153082634233143,Iris-setosa
+5,6.179367068528826,3.05994803263111,1.5100866276618425,0.2616692166067395,Iris-setosa
+6,5.1089477161730255,4.184410115052022,1.510022390049523,0.26153084403608573,Iris-setosa
+7,5.1089477161730255,3.141677049985938,1.5100223868238876,0.2615308134325934,Iris-setosa
+8,5.1089477161730255,4.456847224582224,1.510022389893737,0.26153089016652736,Iris-setosa
+9,5.1089477161733425,3.145063788652195,1.5100225182432743,0.2615311788599442,Iris-setosa
+10,6.18512830276224,3.0557908436397314,4.9323797570696595,1.7346530822845312,Iris-virginica
+11,5.1089477161730255,4.428617258649366,1.5100223894428246,0.26153087416085247,Iris-setosa
+12,5.108947716173026,3.85355624552256,1.51002239436087,0.2615308503694906,Iris-setosa
+13,5.108947716296385,3.070326437925788,1.5100244908924183,0.2615328908029626,Iris-setosa
+14,5.10894771617303,3.952790676439667,1.510022429630075,0.2615309253798507,Iris-setosa
+15,5.108947717946837,3.1854608669656366,1.510035800569419,0.2615510280823784,Iris-setosa
+16,5.1089477161730255,4.539317968824552,1.510022390876002,0.2615309471492535,Iris-setosa
+17,6.186374518787231,3.055353163836931,4.93574033328159,1.7665053660014278,Iris-virginica
+18,6.1795037014713525,3.054121801968862,4.901914463232017,1.6739998919555776,Iris-versicolor
+19,6.179366777475196,3.0541267437935113,4.899519909327435,1.6654849369001432,Iris-versicolor
+20,6.179366564928196,3.0794150420798982,1.5100615504756127,0.26159021987814796,Iris-setosa
+21,6.181426164880842,3.0546142567597676,4.914449057370712,1.7346380545105695,Iris-virginica
+22,6.183730892419289,3.0551167330360687,4.926061015446593,1.7699793397055454,Iris-virginica
+23,5.108947716362446,3.054197887066475,4.899492383753545,1.6654293902590735,Iris-setosa
+24,5.108947754796533,3.0593035234705646,1.5100470960247423,0.2615628721185939,Iris-setosa
+25,6.17937502329571,3.0560001331435176,4.899825272174496,1.6666980047445086,Iris-setosa
+26,6.18927719717399,3.0553782255308004,4.942617311589316,1.7745706933304826,Iris-virginica
+27,6.179502327637495,3.0546922678398114,4.901942547738852,1.6757402336292986,Iris-versicolor
+28,5.108947716316405,3.0602224847123383,1.5100241084216588,0.26153195073087443,Iris-setosa
+29,5.10894771617306,4.297611674661567,1.5100225323802083,0.26153133873033857,Iris-setosa
+30,5.1089477161730255,3.5262489724336388,1.5100223876971808,0.26153082641779896,Iris-setosa
+31,5.1089477161730255,4.450095178391864,1.510022391325389,0.2615309045132781,Iris-setosa
+0,6.182532423362748,3.0552456443867797,4.9239456627360685,1.7320789740343476,Iris-virginica
+1,5.1089477161730255,4.51622591315429,1.5100223906933132,0.2615309132761149,Iris-setosa
+2,6.180854685726823,3.05444011574986,4.911098788360783,1.7112909949329107,Iris-virginica
+3,6.179366564412402,3.0557259440815843,4.899518280793574,1.6655120881591023,Iris-setosa
+4,5.108947716173026,3.506764921668934,1.5100223999388052,0.26153084355954326,Iris-setosa
+5,6.179367933871117,3.0709253024724426,1.510132526182216,0.261906973629495,Iris-setosa
+6,5.108947717304218,3.0540171425799802,4.899493155481064,1.6654283410653252,Iris-versicolor
+7,5.1089477161730255,3.8287739630664572,1.5100223878820025,0.2615308276696975,Iris-setosa
+8,6.179372630050682,3.054062125768641,4.899746808540632,1.6659273464683357,Iris-versicolor
+9,6.182049751854985,3.055217060508363,4.91962732811942,1.7433609301480668,Iris-virginica
+10,5.108947719336453,3.0548851648723336,4.899498982605027,1.6654406797444492,Iris-setosa
+11,6.1852078442087235,3.0556939096596825,4.932982536875725,1.7383931774413097,Iris-virginica
+12,6.180270892221372,3.0551536383458933,4.908900072069804,1.6961869140721078,Iris-versicolor
+13,5.108947716232298,3.055946716480525,1.510023223474473,0.2615313705262328,Iris-setosa
+14,5.1089477161730255,3.9860643792508523,1.5100223930786862,0.26153084815110456,Iris-setosa
+15,5.108947716174266,3.396045639554454,1.5100229935431202,0.2615314857993561,Iris-setosa
+16,6.18760309375542,3.0554998792997603,4.94105233032255,1.7449629965622973,Iris-virginica
+17,6.181329651494646,3.055304656397879,4.914198493714347,1.7281419125914061,Iris-virginica
+18,5.108947716175439,3.0547612971731755,1.5100224921222847,0.2615308731521233,Iris-setosa
+19,5.108947716173028,3.0835302109719342,1.5100223919667801,0.26153081786655286,Iris-setosa
+20,5.1089477161730255,4.399296571222106,1.5100223894164635,0.26153086859044083,Iris-setosa
+21,5.108947716272581,3.3605731067100493,1.5100270416861619,0.26153695468692245,Iris-setosa
+22,6.179366748608371,3.0610810042409633,1.5100703671065652,0.2616079875805479,Iris-setosa
+23,5.1089477161730406,3.29013373354859,1.5100224387374956,0.2615308778972546,Iris-setosa
+24,5.108947716173026,3.068177925677124,1.5100223865633293,0.26153081230371455,Iris-setosa
+25,5.1089477161730406,3.4076680415920904,1.5100224413643641,0.26153090383802696,Iris-setosa
+26,5.1089477161730255,3.96201204355718,1.5100223892375935,0.2615308344417444,Iris-setosa
+27,5.108947716173028,3.0793813450218743,1.5100223928354424,0.26153081675722595,Iris-setosa
+28,5.1089477161730255,4.368504450424209,1.5100223890888902,0.2615308592896831,Iris-setosa
+29,5.1089477161730255,3.56905937895157,1.510022389752476,0.261530826706681,Iris-setosa
+30,6.182174653479239,3.055358690763798,4.922793107124644,1.7328518570821616,Iris-virginica
+31,6.180725782123542,3.054967626854632,4.91159369820918,1.7206295003291634,Iris-virginica
+0,5.108947716254377,3.0691646967945956,1.5100239250815874,0.2615323047875287,Iris-setosa
+1,5.108947716173031,4.176545504087757,1.510022437032133,0.2615309980247581,Iris-setosa
+2,5.1089477161730255,4.061387116344669,1.5100223888529931,0.2615308373792156,Iris-setosa
+3,6.1857426052356725,3.055592651859769,4.931473583138966,1.7504999384427966,Iris-virginica
+4,6.183347042655819,3.0555731945697584,4.924181705947691,1.744965717613857,Iris-virginica
+5,6.17936919881951,3.055103875075237,4.899661384763133,1.665803880945908,Iris-versicolor
+6,6.179381268160007,3.0540378214783983,4.90000567647206,1.667038015267442,Iris-versicolor
+7,5.108947716173027,3.0767376078905637,1.5100223900936067,0.2615308154572405,Iris-setosa
+8,6.179370111014292,3.054657837165232,4.899695003059454,1.6657489740090081,Iris-versicolor
+9,6.187113524537627,3.055409182921895,4.941356956371214,1.7736486614205575,Iris-virginica
+10,6.179369063948145,3.0548634249290267,4.899638222492918,1.6658429869623392,Iris-versicolor
+11,6.189433044461424,3.055420712705723,4.946030735466418,1.7540359612579004,Iris-virginica
+12,6.182914177058984,3.0550582220093103,4.922343734691673,1.7584156666637987,Iris-virginica
+13,5.1089477161730255,4.57952629467175,1.510022391006802,0.26153096553640726,Iris-setosa
+14,5.108947716173027,3.063859625394105,1.5100223900007688,0.26153081300798314,Iris-setosa
+15,6.18054896440326,3.0546426852314132,4.910430811945423,1.7166247453877077,Iris-virginica
+16,6.1834357882531865,3.054933159152088,4.924135404051485,1.7597476116143222,Iris-virginica
+17,5.1089477161730255,4.484552436635337,1.5100223905505314,0.2615308984071845,Iris-setosa
+18,5.1089477161730255,4.423481512107852,1.5100223896048262,0.2615308819102941,Iris-setosa
+19,5.108947716173026,3.067383029449289,1.5100223875682182,0.2615308119789414,Iris-setosa
+20,5.1089477161730255,3.311511194812244,1.5100223860145034,0.2615308145353447,Iris-setosa
+21,5.108947716174364,3.054491042634377,1.5100224537835452,0.2615308600280703,Iris-setosa
+22,5.1089477161730255,4.22188916433912,1.5100223908060852,0.2615308595792531,Iris-setosa
+23,5.1089477161730255,4.330036889705285,1.5100223885705701,0.2615308563748012,Iris-setosa

iris/lct_gan/4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187348507165054,3.0554222718044106,4.937961820625315,1.775679668660394,Iris-virginica
+1,6.182136384652833,3.0547660763967612,4.9188774475158485,1.7314680620700231,Iris-virginica
+2,5.108947716173026,3.519114823403491,1.5100224003562455,0.2615308394123867,Iris-setosa
+3,6.180229216196369,3.054311051004767,4.907245251804611,1.6986396679904407,Iris-virginica
+4,5.108947716173034,3.0588150722906375,1.5100223949882103,0.26153081555319574,Iris-setosa
+5,6.181125175307928,3.0547405347983294,4.91541358979428,1.7144967851884607,Iris-virginica
+6,5.1089477161730255,4.034031190694922,1.5100223892700129,0.2615308386142106,Iris-setosa
+7,6.182592599978527,3.05591471687296,4.920810614607493,1.7278984143659812,Iris-virginica
+8,6.182876813518893,3.0550114861772673,4.924030545116272,1.7355131890642364,Iris-virginica
+9,6.185193259582574,3.0556629929188537,4.932157078983156,1.7530809178375661,Iris-virginica
+10,6.180963012105944,3.0546365019134334,4.912485427517866,1.7188113223882995,Iris-virginica
+11,6.183933170053529,3.055425779499754,4.926807849070533,1.7571457773495651,Iris-virginica
+12,5.1089477161730255,3.8719721393127258,1.5100223870558167,0.2615308268920113,Iris-setosa
+13,6.1826634929254105,3.055445443059678,4.9228674071522995,1.7366564548640429,Iris-virginica
+14,5.1089477161730255,3.965571364738374,1.5100223873980145,0.2615308249670123,Iris-setosa
+15,5.1089477161730255,4.433968037852774,1.5100223970409858,0.2615309362653725,Iris-setosa
+16,5.108947716173038,3.0601564199807285,1.5100223987919976,0.2615308183147569,Iris-setosa
+17,6.179384757436398,3.0549940616017897,4.899981061930195,1.6673731632157733,Iris-versicolor
+18,5.108947716173052,4.022610967785605,1.5100225024065475,0.2615310961897988,Iris-setosa
+19,5.108947718165125,3.0573998839962955,1.5100274262977846,0.2615364433007423,Iris-setosa
+20,5.1089477161735815,3.614824089022211,1.510022823116293,0.26153161163124583,Iris-setosa
+21,5.108947716173061,3.0676888232879875,1.5100224207800819,0.26153083100629515,Iris-setosa
+22,5.108947718248111,3.06171021159499,1.5100287125869134,0.2615374016635653,Iris-setosa
+23,5.108947716173026,3.144748941476064,1.51002239265026,0.26153082188945914,Iris-setosa
+24,6.182624770932964,3.055658857861115,4.923104999649101,1.7365422229009628,Iris-virginica
+25,5.108947762477671,3.054004023514375,4.899499437526939,1.6654336263880114,Iris-versicolor
+26,6.186466240291132,3.0552882938609076,4.9344431985648844,1.7899951535425533,Iris-virginica
+27,5.108947716181415,3.279017384658484,1.5100237630140192,0.26153224841473566,Iris-setosa
+28,5.108947716197985,3.8552612577358003,1.5100255207708646,0.2615364249254159,Iris-setosa
+29,5.108947716175735,3.065547953289309,1.5100227095101608,0.2615310087581655,Iris-setosa
+30,5.1089477161730255,4.345119262064397,1.5100223886703403,0.26153085855517005,Iris-setosa
+31,6.181215494437227,3.055268472630274,4.914984092298219,1.7131368173220543,Iris-virginica
+0,6.179371852613224,3.0541407739334363,4.899725422205484,1.6659745153893732,Iris-versicolor
+1,6.1804717334935555,3.0545365154405233,4.909823059887579,1.7106690552056703,Iris-virginica
+2,6.180626694318495,3.054987185065971,4.912650462346579,1.7077111742807114,Iris-virginica
+3,5.108947716173026,3.1092736717820757,1.510022388495862,0.2615308152228989,Iris-setosa
+4,5.1089477161730255,4.218622666744464,1.5100223889539681,0.2615308450388756,Iris-setosa
+5,6.1828977574589565,3.055741870332534,4.923863949277215,1.739320162056592,Iris-virginica
+6,6.180452106785167,3.0545175751333495,4.910217752402877,1.7025112088609335,Iris-virginica
+7,6.185917153639855,3.0554053812164605,4.9345708684184055,1.7676366252427933,Iris-virginica
+8,6.180339002903057,3.05463386180947,4.908924656614788,1.712352466053338,Iris-virginica
+9,5.1089477161730255,4.275965602880635,1.51002239250487,0.2615308735783569,Iris-setosa
+10,5.108947716214532,3.054698381277569,1.5100227835876148,0.2615312595987725,Iris-setosa
+11,5.108947716173028,3.7490426442664506,1.51002241112042,0.26153087307844186,Iris-setosa
+12,5.1089477161730255,3.810397685978974,1.5100223881099186,0.2615308301266752,Iris-setosa
+13,5.108947716173026,3.8563497639919513,1.5100223986052712,0.2615308477156187,Iris-setosa
+14,5.108947734862999,3.0540110779921887,4.8994971744280456,1.6654319354478493,Iris-versicolor
+15,6.179366730668172,3.069573868686679,1.510083006641522,0.2616160321960683,Iris-setosa
+16,5.1089477161730255,4.110561696290285,1.5100223877695098,0.2615308363565255,Iris-setosa
+17,6.181594240505307,3.05541049006943,4.916960353280836,1.722047063786917,Iris-virginica
+18,6.179368500642876,3.0548051278192614,4.899594095651521,1.665906064038032,Iris-setosa
+19,5.1089477161730255,4.1970638650472045,1.5100223953198166,0.2615308807741307,Iris-setosa
+20,6.183234382789282,3.0556924053986063,4.924795296356191,1.7281625717022888,Iris-virginica
+21,6.1819389492720385,3.055421508404492,4.919822098749084,1.7276049975687775,Iris-virginica
+22,5.1089477161730255,4.483200007924253,1.510022390570227,0.261530902429368,Iris-setosa
+23,5.1089477161730255,4.08248401510792,1.5100223880025367,0.2615308348484083,Iris-setosa
+24,5.1089477161730255,3.9261892712417907,1.5100223873737018,0.26153082603338684,Iris-setosa
+25,5.10894771617307,3.2650684157679906,1.5100224531716064,0.2615310008872773,Iris-setosa
+26,5.108947716173032,3.2974403620593375,1.510022420380708,0.2615308531819317,Iris-setosa
+27,6.179367971125574,3.0547936809458767,4.8996007752827895,1.6656869279312685,Iris-versicolor
+28,5.108947716173043,3.0700033045350645,1.5100224073207806,0.2615308259277471,Iris-setosa
+29,5.108947716173031,4.17084554151532,1.5100224331763892,0.26153100823988273,Iris-setosa
+30,5.108947716173055,3.467020817028332,1.5100224781412657,0.2615309307268137,Iris-setosa
+31,6.179366738628429,3.0643148480002607,1.510073128039979,0.26163141483681307,Iris-setosa
+0,6.179987636517151,3.054300857724204,4.906654762316842,1.693932679462171,Iris-virginica
+1,6.181820371057005,3.054897145431387,4.917599565520613,1.7353035441133722,Iris-virginica
+2,5.108947716173034,3.4470469667828025,1.5100224358891357,0.2615308681778975,Iris-setosa
+3,5.1089477161730255,4.2438466058873,1.5100223902267598,0.2615308567421888,Iris-setosa
+4,5.108947718653747,3.056347309959075,1.5100273305122585,0.26153606315762207,Iris-setosa
+5,6.179484395149177,3.0541181663987493,4.902008449421421,1.6744673320718364,Iris-versicolor
+6,6.179842592010959,3.0544148345546165,4.905059178759406,1.692065801549957,Iris-versicolor
+7,6.179567434013517,3.054225343591773,4.903048617368976,1.6785854723182427,Iris-versicolor
+8,5.108947716173029,3.2186352317963958,1.510022404843768,0.2615308450673272,Iris-setosa
+9,5.1089477161730255,4.24342941985567,1.5100223896096951,0.261530851189276,Iris-setosa
+10,6.17938083988678,3.0540546645456597,4.899941704018881,1.666669389657333,Iris-versicolor
+11,6.181609992034012,3.055065373839999,4.917574007786906,1.7181396467977783,Iris-virginica
+12,6.1793666250939765,3.0549272267287564,4.899533930704562,1.6654943562394697,Iris-setosa
+13,5.1089477161730255,3.805257148340776,1.5100223890389177,0.2615308369896831,Iris-setosa
+14,5.1089477161810715,3.0806112449770864,1.5100230575938296,0.26153137705518725,Iris-setosa
+15,6.1793666322469925,3.0693460726462547,1.510062968936141,0.261609633043701,Iris-setosa
+16,5.1089477161730255,4.475979361567963,1.51002239124956,0.261530915275422,Iris-setosa
+17,6.179366510685514,3.055131022107622,4.899503634134602,1.665468171340362,Iris-setosa
+18,6.180689604135533,3.055027002906974,4.912002754833684,1.7123341560517156,Iris-virginica
+19,6.179583982613358,3.0551553228164408,4.903356989607961,1.6763968520819923,Iris-versicolor
+20,5.1089477161730255,3.9945929434845224,1.5100223870091523,0.26153082870803485,Iris-setosa
+21,5.108947716173032,3.780188945598733,1.5100224266072804,0.26153094965268026,Iris-setosa
+22,5.1089477161730255,3.2489089739641654,1.5100223892644422,0.2615308182719747,Iris-setosa
+23,5.10894771620657,3.054345327077531,4.899491939188482,1.6654282344617537,Iris-setosa
+24,5.1089477161730255,4.453233707339623,1.510022390538678,0.2615308864651856,Iris-setosa
+25,6.17958061663544,3.0542148442519372,4.90351884730771,1.679662441034484,Iris-versicolor
+26,6.183427245376134,3.055654667563287,4.927566764304829,1.736180381771253,Iris-virginica
+27,5.108947716173028,3.2615737872713138,1.510022401041572,0.26153084958747735,Iris-setosa
+28,5.1089477161730255,4.375711702316654,1.510022389484342,0.2615308624987725,Iris-setosa
+29,6.18526078167129,3.0551441070659786,4.930086602388734,1.7836264573260583,Iris-virginica
+30,5.1089477161730255,4.4724237496229104,1.51002239020971,0.26153089331371127,Iris-setosa
+31,5.108947716173029,3.095726359716691,1.510022396623691,0.2615308273627925,Iris-setosa
+0,5.1089477161861945,3.0548752536532997,1.5100226469000881,0.2615309891373584,Iris-setosa
+1,5.108947716666178,3.054073217983549,4.899492830493508,1.6654294336417477,Iris-setosa
+2,5.1089477161730255,4.346759465679492,1.5100223899990113,0.2615308593074469,Iris-setosa
+3,5.108947716392736,3.0540413490806753,4.899492199525224,1.665428351986566,Iris-setosa
+4,6.185278080762026,3.055681891368328,4.933845937403299,1.7484208005643405,Iris-virginica
+5,5.1089477161730255,4.162789492752397,1.5100223895123115,0.26153084233308826,Iris-setosa
+6,5.108947716173051,3.0628649399516017,1.5100224060730214,0.26153082859241367,Iris-setosa
+7,6.185761763004356,3.0550479399069106,4.932782117843082,1.7876080800666048,Iris-virginica
+8,5.108947716281953,3.0545812937710872,4.899492558633699,1.665429136296663,Iris-setosa
+9,5.108947716173028,3.067217439585039,1.510022389303132,0.26153081969540715,Iris-setosa
+10,5.1089477161730255,3.9076624609875474,1.5100223874709597,0.26153083156526713,Iris-setosa
+11,6.179667719309827,3.0541656320866957,4.9036251371039326,1.6820619468449267,Iris-virginica
+12,6.179641134846909,3.0542442169366892,4.903967873066626,1.6835527013693938,Iris-virginica
+13,5.108947716173047,4.312195463862601,1.5100225036771224,0.2615312487783921,Iris-setosa
+14,5.108947716231948,3.0548963937033267,1.5100229441681863,0.261531466174618,Iris-setosa
+15,6.187814395319895,3.055155405525645,4.937593569139511,1.788190502555846,Iris-virginica
+16,5.108947716173026,3.9188763061193006,1.5100223995558706,0.2615308608188372,Iris-setosa
+17,5.108947716173026,4.345789088291028,1.5100224069799286,0.2615309708629858,Iris-setosa
+18,6.185576337220828,3.0554483728974056,4.933984519477353,1.758135235220561,Iris-virginica
+19,6.1845938547684485,3.0552683789535475,4.927987857202382,1.7624927545945577,Iris-virginica
+20,5.10894771759404,3.2367412240586204,1.510036132710088,0.26154857549333116,Iris-setosa
+21,6.179413192159378,3.054140271955478,4.90065497870515,1.6694650409336511,Iris-versicolor
+22,5.1089477161730255,4.510684726495596,1.5100223913015847,0.26153092525518523,Iris-setosa
+23,5.108947716175535,3.815231232809258,1.5100234049199344,0.2615326434587303,Iris-setosa

iris/lct_gan/4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179375880701382,3.054019241719085,4.899838074687099,1.6661872866233403,Iris-versicolor
+1,5.108947716173027,3.113512459340081,1.5100223924656575,0.26153082172446346,Iris-setosa
+2,5.108947716178189,3.0549606953805832,1.510022536584818,0.2615310114826879,Iris-setosa
+3,5.108947716432102,3.6258447447715723,1.5100312076956077,0.2615438319288504,Iris-setosa
+4,6.17994444547964,3.0543868604301876,4.906144931804725,1.6966109837586505,Iris-virginica
+5,5.108947716188908,3.161458973019707,1.510023827654406,0.26153209132057126,Iris-setosa
+6,6.183012839672278,3.056145628092176,4.926275442143416,1.7100024432506655,Iris-virginica
+7,6.179366583965156,3.054011399609747,4.899502193156057,1.66544189474927,Iris-versicolor
+8,6.187403416945667,3.055430209271921,4.938186418512221,1.7699829677742915,Iris-virginica
+9,5.1089477161730255,3.9864767226686304,1.510022388640565,0.26153083186472165,Iris-setosa
+10,5.1089477161730255,4.49431277637114,1.510022393642034,0.26153094663615517,Iris-setosa
+11,5.108947716173035,3.737895307799409,1.5100224450934898,0.26153091013196184,Iris-setosa
+12,5.108947716173026,3.215844263426852,1.5100223903244145,0.2615308205997898,Iris-setosa
+13,5.1089477161730255,3.3661884523329983,1.5100223912069375,0.2615308242248622,Iris-setosa
+14,6.1794897584346336,3.054277457257784,4.902121830402215,1.6720592997288757,Iris-versicolor
+15,6.179442119093119,3.0541731666738476,4.900851147169941,1.6725520527209075,Iris-versicolor
+16,5.1089477161730255,4.4003905898153,1.510022389692251,0.2615308699885828,Iris-setosa
+17,6.179771779501047,3.0545036040696307,4.905454783101728,1.6845518933618866,Iris-versicolor
+18,5.1089477161730255,4.396838790140728,1.510022389095951,0.26153086549625193,Iris-setosa
+19,5.1089477161730255,4.533792237316448,1.5100223907780885,0.261530920482098,Iris-setosa
+20,6.184771758692872,3.055451496025135,4.934023168748988,1.7651327096823648,Iris-virginica
+21,5.1089477161730255,4.5032584236021025,1.5100223901013077,0.26153090706794513,Iris-setosa
+22,6.179366735999648,3.0561187353251915,4.899546237844197,1.6655950727250255,Iris-setosa
+23,6.181915516927525,3.054689113268498,4.916801000467241,1.7425306831571798,Iris-virginica
+24,5.1089477161730255,4.378872795784277,1.5100223897234883,0.2615308707031273,Iris-setosa
+25,5.108947751307413,3.07146757701926,1.5100557171749966,0.26156868307674797,Iris-setosa
+26,6.180188250334841,3.0546508882840144,4.908182534943954,1.712204573312151,Iris-virginica
+27,5.10894772666105,3.0542592357006395,4.899499827283342,1.6654405929129874,Iris-setosa
+28,6.1810933797841265,3.054769673744053,4.913070933028692,1.7230772069252385,Iris-virginica
+29,6.183001915930562,3.0557337634218364,4.923846406866527,1.7336714352018254,Iris-virginica
+30,6.17939824253576,3.054046479604563,4.900215470067512,1.6671510029367107,Iris-versicolor
+31,6.183388944828105,3.055497372466285,4.924427753070373,1.7539622253283447,Iris-virginica
+0,5.1089477161730255,4.427646881260902,1.5100223892824922,0.26153087511705947,Iris-setosa
+1,6.179513902238938,3.0545169784095827,4.902657002318737,1.672744253904189,Iris-versicolor
+2,6.180762848404139,3.0548337121001565,4.91294937745805,1.7172148253206068,Iris-virginica
+3,5.108947716173026,3.7912539061131225,1.5100224014731918,0.2615308574048093,Iris-setosa
+4,5.108947716173026,3.896227967822518,1.5100224033331864,0.26153086275443294,Iris-setosa
+5,5.1089477161730255,4.433857069871529,1.510022391798303,0.26153090306105287,Iris-setosa
+6,5.108947716173033,3.5934683680037223,1.5100224296845461,0.2615308987100004,Iris-setosa
+7,5.1089477161730255,3.830218555992233,1.5100223883100607,0.26153083398867427,Iris-setosa
+8,5.108947716173029,3.060776465328295,1.5100223921812852,0.2615308134612886,Iris-setosa
+9,5.1089477161730255,4.29869405037465,1.5100223919985534,0.2615308745761874,Iris-setosa
+10,5.108947716173026,3.926295911780871,1.5100223973330975,0.26153085732132303,Iris-setosa
+11,6.185984494810745,3.0556427379176854,4.93382152717244,1.750043206349582,Iris-virginica
+12,5.1089477161730255,4.558264231865845,1.5100223912503672,0.2615309354594625,Iris-setosa
+13,5.1089477161730255,4.407949394866531,1.510022389502375,0.26153087030408056,Iris-setosa
+14,6.179401069477574,3.0540729456883966,4.900217482154738,1.6675285574050815,Iris-versicolor
+15,5.1089477161730255,4.333411058182395,1.5100223905976877,0.2615308708186146,Iris-setosa
+16,5.1089477161730255,4.331604969284287,1.510022391042441,0.26153087309114653,Iris-setosa
+17,6.179374438497052,3.057458689234384,4.899847853621548,1.6666527863284497,Iris-setosa
+18,5.1089477161730255,4.524059304714361,1.5100223908987278,0.26153091412828583,Iris-setosa
+19,6.180805875822565,3.0543938916181315,4.909540281730311,1.7061041355852136,Iris-virginica
+20,5.1089477161730255,4.458989617557201,1.5100223896333205,0.2615308818431701,Iris-setosa
+21,6.179372190256988,3.054098092217057,4.899737776083948,1.666023881247554,Iris-versicolor
+22,5.108947716173026,3.3901336323159037,1.5100223943173605,0.2615308312039157,Iris-setosa
+23,6.179581099496929,3.0543010948088303,4.90327330710301,1.6801537947567462,Iris-versicolor
+24,5.1089477161730255,4.532288554198245,1.5100223904884689,0.26153092709489195,Iris-setosa
+25,6.180333544343798,3.054865151760371,4.909644263623157,1.7143343932228954,Iris-virginica
+26,5.1089477161730255,3.830102590845629,1.510022390958526,0.2615308378759061,Iris-setosa
+27,5.108947716173601,3.0565220809474845,1.5100224648436884,0.2615308474952637,Iris-setosa
+28,6.1793806064150365,3.054024319519943,4.899925537702909,1.6663332853442077,Iris-versicolor
+29,5.108947716173027,3.0973236881681863,1.5100223916899302,0.2615308212785689,Iris-setosa
+30,5.1089477161730255,4.43191219372111,1.5100223902297534,0.2615308870360304,Iris-setosa
+31,6.1802319463474715,3.054445655254161,4.90809402088921,1.7068685912035566,Iris-virginica
+0,5.108947716173026,3.0867939910359445,1.5100223868952785,0.2615308127946313,Iris-setosa
+1,5.10894771714755,3.213616236038307,1.5100347730598853,0.2615436668163551,Iris-setosa
+2,6.188246054797882,3.0554279101170314,4.942783049146272,1.764036413017155,Iris-virginica
+3,6.1821334673092965,3.054987877428544,4.919311411518222,1.7411026465873078,Iris-virginica
+4,5.1089477161730255,4.444924503210013,1.5100223901367162,0.2615308809875751,Iris-setosa
+5,6.18060970555935,3.054605264095876,4.9118405270095495,1.7120944066131518,Iris-virginica
+6,5.108947716177253,3.0558481319386903,1.5100225572217334,0.2615309777301241,Iris-setosa
+7,6.181274116170601,3.0547893705084017,4.913965957108835,1.7394846062301081,Iris-virginica
+8,6.182215282603539,3.054823869352672,4.916477085739934,1.7678310009834663,Iris-virginica
+9,6.1879900961601795,3.0553620904944503,4.939174859329572,1.7780454043938958,Iris-virginica
+10,5.108947716175096,3.056643717007417,1.5100225293290355,0.2615309551671172,Iris-setosa
+11,5.1089477161730255,4.205565640353184,1.5100223901728678,0.2615308525707737,Iris-setosa
+12,6.188913827029685,3.0552359123710224,4.941404632456797,1.7798299182940003,Iris-virginica
+13,6.180425852349133,3.055483267226503,4.911439672529032,1.6955737149889065,Iris-virginica
+14,5.1089477161730255,4.5227686966056435,1.5100223908534853,0.26153093171653713,Iris-setosa
+15,6.180047218831811,3.0544135857663743,4.9073297800848215,1.6991963514200241,Iris-virginica
+16,5.1089477161730255,4.202741881305801,1.5100223885133062,0.2615308426476346,Iris-setosa
+17,5.108947716173027,3.0955424756228838,1.510022394186544,0.26153081720217336,Iris-setosa
+18,5.1089477197519955,3.0540684808377674,4.899495254137185,1.6654338053101287,Iris-versicolor
+19,6.182051168521747,3.0546206960033695,4.917342493615811,1.7328096970962448,Iris-virginica
+20,5.1089477161730255,4.334279019439607,1.5100223909491903,0.2615308714870519,Iris-setosa
+21,5.1089477161730255,4.2999725004315685,1.5100223887169777,0.2615308574009751,Iris-setosa
+22,6.180041455692683,3.0548048186156302,4.908180798837808,1.6971088709410427,Iris-virginica
+23,5.108947716173026,3.894677970769709,1.5100223985372565,0.26153086245710344,Iris-setosa
+24,5.1089477161730255,4.472907083699072,1.5100223920586304,0.2615309181828349,Iris-setosa
+25,6.1793890231858395,3.0540694725055313,4.9001363168962175,1.667242805392502,Iris-versicolor
+26,6.18063774111222,3.0545028517881634,4.912148104673165,1.707576687775566,Iris-virginica
+27,5.1089477161730255,3.756869081008755,1.5100223884912445,0.26153082675061756,Iris-setosa
+28,5.108947716173028,3.0924505922515033,1.5100223933395107,0.26153082223087903,Iris-setosa
+29,5.1089477161730255,4.444800655936607,1.5100223908575636,0.26153089284342146,Iris-setosa
+30,5.1089477161730725,3.290604858055784,1.5100224637036166,0.26153096705739154,Iris-setosa
+31,5.108947716173026,3.578945884233367,1.5100223974010591,0.2615308405055223,Iris-setosa
+0,5.1089477161730255,4.46223179904826,1.5100223900895755,0.26153088649244083,Iris-setosa
+1,6.179529583385293,3.0541484026249477,4.9019859019284935,1.6765475702795951,Iris-versicolor
+2,5.108947718653491,3.054100656133216,4.899495461211544,1.665429709480792,Iris-setosa
+3,5.1089477161730255,3.5895366807276132,1.5100223876747862,0.26153081952808344,Iris-setosa
+4,6.189010096229104,3.0552641692361617,4.941683428747918,1.7939972657360914,Iris-virginica
+5,6.182163298706899,3.05538007471542,4.9183841979508625,1.735687218908595,Iris-virginica
+6,5.108947716194542,3.142805340375569,1.5100235116080196,0.26153377996260574,Iris-setosa
+7,6.180040134582952,3.0543008918845143,4.906870944661753,1.6962162518366461,Iris-virginica
+8,5.1089477161730255,4.369637415996894,1.5100223893755482,0.26153086301890116,Iris-setosa
+9,6.180021320305414,3.0544762318508716,4.90646087654632,1.7005516471691242,Iris-virginica
+10,5.1089477161730255,4.409831935242897,1.5100223899184775,0.26153086949348753,Iris-setosa
+11,5.1089477161730255,3.803587270836547,1.510022393040024,0.26153083614005307,Iris-setosa
+12,6.180667593425179,3.0544183744230353,4.911182235580751,1.706116579338989,Iris-virginica
+13,6.179380656926437,3.0540507096785254,4.899906499161126,1.6664724958632138,Iris-versicolor
+14,5.108947716173026,3.8157907607778343,1.5100223963581787,0.2615308427800881,Iris-setosa
+15,6.1793999811355995,3.054114699253052,4.900572400613062,1.6684263828860086,Iris-versicolor
+16,5.108947716173026,3.099477092937959,1.5100223879905803,0.26153081558375324,Iris-setosa
+17,6.179412107684565,3.0554199088567775,4.900542176165846,1.6705403815866688,Iris-versicolor
+18,6.185400934075774,3.0555788348947686,4.938747406702345,1.7397051941149426,Iris-virginica
+19,6.179905583310737,3.0550437429681976,4.906161132074821,1.6866678355834115,Iris-versicolor
+20,5.1089477161730255,4.0209775644367705,1.5100223869778497,0.261530828056887,Iris-setosa
+21,6.182500514896025,3.0550359234267064,4.921647922733822,1.7351887705501017,Iris-virginica
+22,5.108947716175499,3.0544023558788767,1.510022475300701,0.26153088848070116,Iris-setosa
+23,6.179663976964441,3.054299770128353,4.9032453292951805,1.6822481219104257,Iris-versicolor

iris/lct_gan/4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.2401587699917225,1.5100223994190458,0.26153082536860567,Iris-setosa
+1,5.1089477161730255,3.8681919125124127,1.510022388980655,0.26153083523228915,Iris-setosa
+2,6.180973441896675,3.0556567372051653,4.915435093747493,1.7034346241352007,Iris-virginica
+3,5.10894771617303,4.100547170844423,1.5100224280967276,0.26153097734382197,Iris-setosa
+4,5.108947716173031,3.0585476289592113,1.5100223923842244,0.26153081332898576,Iris-setosa
+5,6.179373921917041,3.0540827962904884,4.899756083097553,1.6663520020557623,Iris-versicolor
+6,6.184525514540733,3.0558338401504113,4.9316600976888845,1.7462658582351192,Iris-virginica
+7,5.108947716173124,3.055075010468499,1.5100224085290341,0.2615308205691448,Iris-setosa
+8,5.1089477161730255,4.2897504638304325,1.5100223901183918,0.2615308642338279,Iris-setosa
+9,6.179431056563856,3.054041877276294,4.900736566509315,1.6690943135640677,Iris-versicolor
+10,5.1089477161730255,4.504720583882384,1.5100223919241826,0.2615309367750981,Iris-setosa
+11,5.1089477161730255,4.424862584364696,1.5100223899421366,0.2615308787602958,Iris-setosa
+12,6.182387559077204,3.054791525425281,4.920402319337058,1.7382404396622735,Iris-virginica
+13,5.1089477161730255,4.513661182430821,1.510022390785645,0.2615309272959678,Iris-setosa
+14,5.1089477161730255,4.344036886351315,1.5100223907970098,0.26153087238642964,Iris-setosa
+15,5.1089477168700785,3.061544286064188,1.5100257104155002,0.2615359075718854,Iris-setosa
+16,5.1089477161730255,4.460257042940031,1.5100223941237678,0.2615309245606663,Iris-setosa
+17,6.1805102075518885,3.0547896640153955,4.910087315410338,1.7092710513451594,Iris-virginica
+18,6.1836603721143275,3.0553593331184947,4.925484071651489,1.7536133565019936,Iris-virginica
+19,6.17936651964874,3.0736039022377177,1.5100437254074044,0.26156743567517426,Iris-setosa
+20,6.179636809180965,3.054180538836021,4.903247681363345,1.6788700587484846,Iris-versicolor
+21,5.108947716173026,3.1599617488665213,1.5100223903824264,0.2615308174659038,Iris-setosa
+22,5.1089477161730255,4.472051280493659,1.5100223897460183,0.26153089369597987,Iris-setosa
+23,5.108947716173027,3.8063046984478595,1.5100224077256634,0.2615308635549762,Iris-setosa
+24,6.179566786225733,3.054827146679739,4.902789668265205,1.6748346087793624,Iris-versicolor
+25,6.17969368478715,3.0541908033929004,4.9036770154887686,1.6823113521013455,Iris-virginica
+26,5.108947716173026,3.1023557306492324,1.5100223897244691,0.2615308147997196,Iris-setosa
+27,5.108947716173038,3.154065827863878,1.5100224173051426,0.261530863891035,Iris-setosa
+28,6.179369712319407,3.054146765319777,4.899605903686899,1.666036277743858,Iris-versicolor
+29,6.179572183280775,3.054174804859439,4.902346505479793,1.6768208638564663,Iris-versicolor
+30,6.179416698618768,3.054067872492452,4.900758367500051,1.6690699688802018,Iris-versicolor
+31,6.182338671873278,3.0547988149537137,4.921069893970087,1.7401147939409731,Iris-virginica
+0,5.1089477161730255,4.511662110218994,1.5100223903877963,0.2615309059182908,Iris-setosa
+1,6.179402091048364,3.0544472728127605,4.900567788910119,1.668582052565474,Iris-versicolor
+2,6.188028834884911,3.055485334855992,4.941744840473845,1.7513416308160235,Iris-virginica
+3,6.184473611342509,3.05535693052679,4.92933188007356,1.751321924399452,Iris-virginica
+4,5.1089477161730255,4.290639444092449,1.5100223900207996,0.26153085618122,Iris-setosa
+5,5.1089477161730255,3.338351124500914,1.510022388349425,0.26153082111033155,Iris-setosa
+6,5.108947716173026,3.097228156018593,1.5100223889846716,0.2615308146037919,Iris-setosa
+7,5.1089477161730255,4.399574557864075,1.5100223898022032,0.26153086734958625,Iris-setosa
+8,5.108947716173063,3.054908846268314,1.5100223993103894,0.2615308156122127,Iris-setosa
+9,6.179367709649925,3.0540256620525152,4.899567651318217,1.6655962837168485,Iris-versicolor
+10,5.108947716174026,3.1337740973689145,1.5100226954035585,0.26153110491706244,Iris-setosa
+11,6.186784531569202,3.0555810898777107,4.937347572044202,1.7362507180176847,Iris-virginica
+12,5.108947716221958,3.0541671862424518,4.899491932833486,1.665427983258976,Iris-setosa
+13,5.108947753769788,3.0554139632522954,4.899522932328492,1.6654697538889562,Iris-setosa
+14,6.179895603897333,3.0542821431568115,4.9057825632252055,1.6896504425146597,Iris-virginica
+15,5.108947716173026,3.8834806111319193,1.5100223951041747,0.26153084489090017,Iris-setosa
+16,5.108947716173026,3.7579899915639787,1.5100223962520667,0.2615308479480005,Iris-setosa
+17,5.108947716173031,3.530114151045036,1.5100224178744002,0.26153089205328695,Iris-setosa
+18,6.180398169481449,3.0548220845645133,4.910270189687261,1.7067130279681046,Iris-virginica
+19,6.17936675868263,3.05403485224186,4.899515021194559,1.665466677957109,Iris-versicolor
+20,5.1089477161730255,4.2965693793056845,1.5100223913637505,0.26153086533291986,Iris-setosa
+21,6.179623135396771,3.0552039611614226,4.9035560270252905,1.6779199476419338,Iris-versicolor
+22,5.108947716173029,3.075696547336817,1.5100223954620833,0.2615308181530599,Iris-setosa
+23,5.1089477161730255,3.5960116160678703,1.5100223892054294,0.2615308219565305,Iris-setosa
+24,5.108947716173315,3.9888797925169146,1.5100228070811232,0.2615314857522747,Iris-setosa
+25,5.1089477161730255,3.4943479445808108,1.5100223883264756,0.2615308254702232,Iris-setosa
+26,6.179874119905355,3.054361981109107,4.905760158388457,1.6922001673369877,Iris-virginica
+27,6.179427622605585,3.0541263542452333,4.900821448010132,1.670521450865551,Iris-versicolor
+28,6.182725169869374,3.0547465356429004,4.920366951548361,1.75338708507781,Iris-virginica
+29,5.1089477161730255,3.9229826365970917,1.5100223897315972,0.26153083651189585,Iris-setosa
+30,5.1089477161730255,4.401599594728895,1.5100223895503009,0.2615308764523332,Iris-setosa
+31,6.179372215504518,3.054066997782244,4.899714907761185,1.6661720606942638,Iris-versicolor
+0,6.1830936447548375,3.0551578713063767,4.921543843912942,1.7594261294867628,Iris-virginica
+1,6.184347224727997,3.055220110183879,4.926322236496564,1.7900972875929433,Iris-virginica
+2,6.179369968072268,3.054016459769968,4.899615213223895,1.6656120925135622,Iris-versicolor
+3,6.186520263260662,3.0551502470672767,4.936405347138511,1.7827748791180282,Iris-virginica
+4,6.18178687284895,3.0553096690586354,4.91823586210261,1.726385659780762,Iris-virginica
+5,5.1089477161730255,4.50355505945912,1.5100223916908493,0.2615309304993144,Iris-setosa
+6,5.108947716173029,3.234981062716353,1.510022408973449,0.2615308413734687,Iris-setosa
+7,6.181450491356814,3.0547128987050103,4.914154391459157,1.7373174942098581,Iris-virginica
+8,5.108947716197971,3.36697094660744,1.5100247585105258,0.26153423712651414,Iris-setosa
+9,5.108947716173027,3.3173797473190483,1.5100223982840393,0.2615308291377124,Iris-setosa
+10,6.1853729549072165,3.055463762142244,4.934392142504977,1.7636863370096563,Iris-virginica
+11,6.181221129731243,3.0554833596957955,4.916099285279485,1.7115344637944698,Iris-virginica
+12,5.108947716173026,3.401727210497687,1.5100223971997484,0.26153083158307505,Iris-setosa
+13,6.179366848840018,3.0684065958995044,1.5100947963221865,0.2616420258724369,Iris-setosa
+14,5.108947716173027,3.091540299980786,1.5100223922620126,0.2615308197703249,Iris-setosa
+15,6.1826326351067245,3.0556497758471335,4.9247600786496095,1.7267525123435608,Iris-virginica
+16,6.1793667810150446,3.0540114536596965,4.899511398394807,1.6654558713694827,Iris-versicolor
+17,6.18476690598175,3.0549786150038534,4.928982123081868,1.7758704946359627,Iris-virginica
+18,6.183726063412237,3.0550386353226617,4.9269712103273156,1.762137999944449,Iris-virginica
+19,6.179368144686942,3.0618764671576537,1.5101330843830003,0.2618002288483033,Iris-setosa
+20,5.108947716173071,4.247060452935608,1.510022554463249,0.2615313295846065,Iris-setosa
+21,6.185428443346005,3.05561260832297,4.931465128513087,1.7613363990359292,Iris-virginica
+22,5.1089477161730255,3.3418455340496243,1.5100223871652239,0.26153081820930657,Iris-setosa
+23,6.18286787359867,3.0552153741260457,4.921044625457126,1.7688329091335413,Iris-virginica
+24,6.18851646315769,3.055439495040329,4.9440354969128775,1.7423895538930707,Iris-virginica
+25,6.185219356020525,3.055332076813365,4.931158244979258,1.7594471670652485,Iris-virginica
+26,6.179430322118961,3.0541434665859177,4.901146264207234,1.670511204099898,Iris-versicolor
+27,5.1089477161730255,4.339824739609141,1.5100223942537436,0.2615308976594312,Iris-setosa
+28,6.183838297302695,3.055583162336934,4.927631359022303,1.7491130961139234,Iris-virginica
+29,5.1089477161730255,4.423911268328629,1.5100223903045487,0.2615308859177162,Iris-setosa
+30,6.1794493643248565,3.054280417532901,4.9014622783227235,1.6723154859991258,Iris-versicolor
+31,5.1089477161730255,4.144380141642648,1.5100223880984833,0.26153083735110005,Iris-setosa
+0,5.108947716173026,3.377368502202125,1.5100223916023028,0.2615308269263894,Iris-setosa
+1,6.179366840325176,3.10295817885893,1.5100998377522568,0.2617455926016189,Iris-setosa
+2,5.108947716173069,3.2436888423004224,1.510022475618526,0.26153089771851656,Iris-setosa
+3,5.1089477161730255,4.507532803083991,1.510022390656713,0.261530911646873,Iris-setosa
+4,5.1089477161730255,4.446906265653176,1.5100223897670253,0.26153087907434647,Iris-setosa
+5,5.1089477161730255,4.2848448959983925,1.5100223902293635,0.2615308658499435,Iris-setosa
+6,5.108947717300103,3.2214631250965606,1.5100353321936713,0.26154489378469414,Iris-setosa
+7,5.1089477161730255,4.317202520516858,1.510022393109175,0.26153087845219297,Iris-setosa
+8,5.108947716176123,3.45979926912159,1.5100232121297683,0.26153224496234306,Iris-setosa
+9,6.186374111634972,3.0553396562768005,4.935800688179281,1.7714808772940471,Iris-virginica
+10,6.17936661201273,3.0589059465637254,1.5100527454887798,0.26157665204408753,Iris-setosa
+11,5.1089477161730255,3.1897426520405165,1.5100223883507817,0.261530817933699,Iris-setosa
+12,5.1089477161730255,4.2901057262253595,1.5100223893596338,0.26153085309345186,Iris-setosa
+13,5.1089477161730255,4.259656606736254,1.5100223883995099,0.2615308447213439,Iris-setosa
+14,5.108947716174817,3.054370658129722,1.5100224630529195,0.2615308662014189,Iris-setosa
+15,6.184929765839375,3.055675481908089,4.930737986913477,1.7476980122714998,Iris-virginica
+16,6.181586925011046,3.054811166547063,4.916903195444892,1.7269003235184541,Iris-virginica
+17,6.179367300473874,3.07052563227815,1.5101076352026779,0.26179049521956654,Iris-setosa
+18,6.1799452936844625,3.0544559126041713,4.906190359785276,1.7009555634558058,Iris-virginica
+19,5.1089477161730255,4.298741755272808,1.510022389109475,0.26153085448560043,Iris-setosa
+20,6.179825693536433,3.0542550527480326,4.905205959459897,1.6863875933739751,Iris-virginica
+21,6.180867012714614,3.054643509204253,4.912769455577758,1.7194259603009228,Iris-virginica
+22,6.186502748741762,3.055368016276897,4.934735283376712,1.7723901065585042,Iris-virginica
+23,6.188054928185558,3.0553399422373344,4.941800799216216,1.7787355987957514,Iris-virginica

iris/lct_gan/4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/lct_gan/4/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/lct_gan/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730334,3.0992293855118556,1.5100224058496388,0.2615308307210323,Iris-setosa
+1,5.1089477161730255,4.201891848023276,1.5100223927300422,0.2615308591822573,Iris-setosa
+2,5.1089477161730255,3.7787925212256335,1.5100223881162853,0.2615308274182359,Iris-setosa
+3,6.179392833329114,3.054585864209273,4.900128097604177,1.6682755519230046,Iris-versicolor
+4,6.179367289141319,3.05401636390634,4.899535457348569,1.6654808094099016,Iris-versicolor
+5,5.1089477161730255,3.944785423605021,1.5100223875139915,0.2615308290491955,Iris-setosa
+6,6.179625145667474,3.0549155045605016,4.903432977277747,1.6782605179135581,Iris-versicolor
+7,6.180488282594493,3.0545763983823235,4.911434490787634,1.7028001329866773,Iris-virginica
+8,6.188097953861037,3.0551739544230805,4.937430598721573,1.792165926258067,Iris-virginica
+9,5.1089477161730255,3.97247033789369,1.510022388322457,0.2615308325905836,Iris-setosa
+10,5.108947716173789,3.055350647947703,1.5100224579689259,0.26153086215648097,Iris-setosa
+11,6.185200115636187,3.055036586207155,4.9295064943623474,1.7700474573487872,Iris-virginica
+12,5.108947716173267,3.055078611840569,1.5100224184775681,0.2615308438624503,Iris-setosa
+13,5.1089477161730255,3.754912098323706,1.510022388383338,0.26153082822176305,Iris-setosa
+14,5.1089477161730255,3.3704436159109847,1.5100223888110083,0.2615308224531028,Iris-setosa
+15,5.1089477161730255,4.393485331565411,1.5100223911870068,0.26153087947812753,Iris-setosa
+16,6.179374771511456,3.054131426824884,4.899761563268835,1.6662571015082184,Iris-versicolor
+17,6.179412985380584,3.0541183841770145,4.90040358451624,1.6701850347652678,Iris-versicolor
+18,5.108947716173035,3.8627962103379514,1.5100224406263356,0.26153095499547296,Iris-setosa
+19,6.179409704101688,3.0549912384207003,4.900464472029566,1.6698645334723907,Iris-versicolor
+20,6.182865997839849,3.055200868420773,4.923341292997584,1.7402975742173257,Iris-virginica
+21,5.1089477161730255,4.421622669629058,1.5100223899659417,0.2615308772988811,Iris-setosa
+22,5.1089477161730255,4.285621877935789,1.5100223890616007,0.2615308580265014,Iris-setosa
+23,5.1089477161730255,4.4062018294719945,1.5100223904351042,0.26153088539623737,Iris-setosa
+24,6.187524380905613,3.055390674674726,4.941002368611406,1.7824675373231544,Iris-virginica
+25,6.1817723448685555,3.0549584564967565,4.917272591306832,1.7429910628950511,Iris-virginica
+26,5.1089477161730255,4.588989689447525,1.5100223911399762,0.2615309729389085,Iris-setosa
+27,5.108947716173026,3.071197846003564,1.5100223871646883,0.2615308135501662,Iris-setosa
+28,6.188258416470306,3.0554326536207053,4.943888832291523,1.7723042857668656,Iris-virginica
+29,6.181760113045633,3.0546319419396726,4.917449638176586,1.7317339225105441,Iris-virginica
+30,6.179623644707471,3.0544664926911316,4.904182578431544,1.6791424493864837,Iris-versicolor
+31,5.1089477161730255,3.8392062927499735,1.5100223906661034,0.2615308448555663,Iris-setosa
+0,6.183942215596299,3.055011702609747,4.924483264693105,1.7741011129146758,Iris-virginica
+1,5.1089477161730255,4.224198266871809,1.510022390296339,0.26153085724179626,Iris-setosa
+2,6.179495199727832,3.0548230812506736,4.902696729914743,1.6716302765213131,Iris-versicolor
+3,5.1089477161730255,3.8569134648511874,1.5100223888622317,0.26153083629932594,Iris-setosa
+4,5.108947716173158,3.0696425475121196,1.5100224493125152,0.26153087799090463,Iris-setosa
+5,5.108947716173085,4.182022191251317,1.5100225676465266,0.2615313414013988,Iris-setosa
+6,6.179652647748052,3.0543793759263766,4.904166677934842,1.681072697783643,Iris-versicolor
+7,6.179377862267938,3.0543070665492196,4.899915675568642,1.6663899118260272,Iris-versicolor
+8,5.1089477161730255,4.176398371054127,1.5100223891241034,0.2615308424847953,Iris-setosa
+9,5.1089477161732155,3.3098068008050268,1.5100226111908863,0.26153098156119614,Iris-setosa
+10,5.108947716176192,3.1017071745736033,1.5100228388175405,0.2615312444991809,Iris-setosa
+11,5.108947716669664,3.103976676502725,1.5100274638967204,0.2615389620830417,Iris-setosa
+12,5.1089477161730255,4.506862667754349,1.510022390364592,0.2615309211639692,Iris-setosa
+13,5.108947716173042,3.607993170046666,1.510022460672967,0.2615309211861198,Iris-setosa
+14,6.1861740939049215,3.0553332743862964,4.934281869670092,1.7701768345412918,Iris-virginica
+15,5.1089477161730255,4.234962058018342,1.5100223887309447,0.2615308451266034,Iris-setosa
+16,6.179557415405608,3.0544350309449437,4.902971394257603,1.6744556501472445,Iris-versicolor
+17,6.179368297174149,3.0540301865830677,4.899558536076981,1.6654977545461624,Iris-versicolor
+18,5.108947716173291,3.1008811064339636,1.5100225405311594,0.26153092409082085,Iris-setosa
+19,6.180322183906883,3.054475979446931,4.907949768525202,1.7111520255442603,Iris-virginica
+20,6.179367976676789,3.0557206017914442,4.899629097957045,1.6657819262564069,Iris-setosa
+21,5.108947716196842,3.293788850904866,1.5100248624802228,0.2615331291070199,Iris-setosa
+22,6.181478248125422,3.054890781954246,4.915246340472675,1.7368913788406681,Iris-virginica
+23,5.108947716173026,3.3560517281631266,1.5100223914897917,0.2615308282812714,Iris-setosa
+24,6.183316936395582,3.05590302046329,4.925740671422966,1.730410754093229,Iris-virginica
+25,6.179613353219529,3.054719147325026,4.904308524294923,1.6777190376254678,Iris-versicolor
+26,5.1089477161730255,4.435673153100352,1.5100223905083106,0.2615308868128837,Iris-setosa
+27,5.1089477161730255,3.9550580500657593,1.5100223870253757,0.2615308270435958,Iris-setosa
+28,6.179393144477711,3.054060476093564,4.900288235954995,1.6678560683013284,Iris-versicolor
+29,6.17956021762754,3.054099099663212,4.902293423311316,1.6743178757047978,Iris-versicolor
+30,5.1089477161730255,4.19779252388042,1.5100223904111936,0.2615308497428306,Iris-setosa
+31,5.1089477161730255,4.466071373626844,1.510022390918097,0.26153091038558834,Iris-setosa
+0,5.1089477161730255,4.052588911250347,1.5100223932681913,0.2615308554476641,Iris-setosa
+1,6.179884549478217,3.05427814333164,4.905343480015651,1.6943782271851855,Iris-virginica
+2,6.180704989994102,3.0544627923095033,4.9112555483494855,1.7122098718585932,Iris-virginica
+3,5.1089477161730255,3.812653210656279,1.5100223888899316,0.26153082824979024,Iris-setosa
+4,5.1089477161730255,4.3106689071215225,1.5100223903728383,0.2615308645908466,Iris-setosa
+5,6.183267730929659,3.0551839766253894,4.92524567715338,1.7488560448331278,Iris-virginica
+6,5.108947716173102,4.059761131468118,1.5100225866325223,0.26153127370245355,Iris-setosa
+7,5.1089477165458055,3.063231560272302,1.5100251056092315,0.26153409402860495,Iris-setosa
+8,5.108947716173026,4.373649057918729,1.51002240111952,0.2615309324821453,Iris-setosa
+9,5.1089477161730255,4.492644444381969,1.5100223899815444,0.2615308959858312,Iris-setosa
+10,6.179366489003465,3.0561315425738105,1.510023417225897,0.2615336841353295,Iris-setosa
+11,5.1089477161730255,3.4848193548281254,1.5100223909960693,0.2615308237874521,Iris-setosa
+12,5.1089477166089585,3.054315901416628,4.899493299241247,1.665429948799006,Iris-setosa
+13,6.18085956649938,3.055071132292267,4.912452424304176,1.7166401516292722,Iris-virginica
+14,6.179698239301945,3.0541971286220653,4.903788414721202,1.6812097454704122,Iris-versicolor
+15,6.18337910763912,3.055750878793683,4.925199823940167,1.733879298744834,Iris-virginica
+16,5.1089477161730255,4.298835413485392,1.5100223899013971,0.2615308590119861,Iris-setosa
+17,5.108947716173026,3.3053433275556534,1.5100223969880853,0.2615308331013375,Iris-setosa
+18,6.181384975225008,3.0545349372241364,4.91348595698067,1.7286075778251129,Iris-virginica
+19,5.108947716173297,3.057333692685392,1.5100224496651977,0.2615308470710212,Iris-setosa
+20,6.1865326611863685,3.0555912751841805,4.938692223384241,1.745478906632958,Iris-virginica
+21,5.108947716173083,3.0626038477211215,1.5100224184406976,0.2615308394227413,Iris-setosa
+22,5.1089477161730255,4.28507115940305,1.5100223891604134,0.2615308550409005,Iris-setosa
+23,5.108947716428315,3.194212552056678,1.5100278353899044,0.2615373233894003,Iris-setosa
+24,5.108947890397091,3.055219718271043,4.8995620974310645,1.6655109801064911,Iris-setosa
+25,6.181394057021062,3.0545589978548993,4.915737499831521,1.7194556830583676,Iris-virginica
+26,6.184692937083215,3.055663190133015,4.930063123917679,1.7411489240397333,Iris-virginica
+27,6.179384479851772,3.0540403395183673,4.899962984558839,1.6663146780334444,Iris-versicolor
+28,6.17978146418223,3.054854219153097,4.906001088648988,1.6828500240619417,Iris-versicolor
+29,5.1089477161731605,3.117292872890131,1.5100224947933,0.26153093349560314,Iris-setosa
+30,6.179367787143208,3.054012363607157,4.899554552452061,1.6654904807827036,Iris-versicolor
+31,6.181582050861684,3.0547908097189906,4.914702910326792,1.7403639169780154,Iris-virginica
+0,6.181503110731678,3.0554594948705214,4.917997803725906,1.7256394325977475,Iris-virginica
+1,6.179368284678381,3.054073463186908,4.899587726095914,1.6655938767974776,Iris-versicolor
+2,5.108947716174349,3.09359217085082,1.5100226872732743,0.26153103901381897,Iris-setosa
+3,6.179520450183216,3.0540977160574574,4.901719495619575,1.6734053372958029,Iris-versicolor
+4,5.108947716224283,3.0543108363331277,4.8994919519968505,1.6654286430772725,Iris-setosa
+5,6.187940438225394,3.0554924644497774,4.940338761774325,1.756811929771872,Iris-virginica
+6,5.1089477161730255,4.420992408587942,1.5100223959071655,0.2615309238606895,Iris-setosa
+7,5.1089477161730255,3.770720141520252,1.5100223879698182,0.26153083076833017,Iris-setosa
+8,5.108947716173039,3.092504508188306,1.5100224059854557,0.2615308558429649,Iris-setosa
+9,5.108947716268333,3.054340951488949,4.899492333156422,1.6654283471997238,Iris-setosa
+10,6.18324601939604,3.0550419479168527,4.923771408019018,1.7461796981276985,Iris-virginica
+11,5.108947716173545,3.2866863591748463,1.5100226949729152,0.2615312470845557,Iris-setosa
+12,5.1089477161730255,4.542750763839571,1.510022390857379,0.2615309422743578,Iris-setosa
+13,5.1089477161730255,3.4835739272763036,1.5100223922625964,0.26153082512678366,Iris-setosa
+14,5.108947716173026,3.725660546936758,1.5100223945460358,0.26153084117728387,Iris-setosa
+15,6.179366513700263,3.0542692567206697,4.899501594790183,1.6654458058196007,Iris-setosa
+16,6.181201113910091,3.0557719090678677,4.9150444940965725,1.7115580984437486,Iris-virginica
+17,5.108947716539542,3.1393422661446833,1.5100276108153108,0.26153944791637534,Iris-setosa
+18,5.1089477161730255,4.582012925367565,1.5100223913830357,0.26153095641951424,Iris-setosa
+19,5.1089477161730255,4.177255204602913,1.5100223918459954,0.26153085865493886,Iris-setosa
+20,5.108947716173026,3.4575196601679465,1.5100223951526757,0.26153083885162587,Iris-setosa
+21,5.1089477161730255,4.30102695383925,1.5100223910635502,0.26153086971129597,Iris-setosa
+22,6.183291600579402,3.0552927647864374,4.923835388337829,1.756828875985063,Iris-virginica
+23,6.179366952186139,3.054374748286022,4.899546596047998,1.6655325576219795,Iris-versicolor