Upload 5 files

best_model.skops

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f3ceb7736b68eb9c42f14b9f22003de8bde87e2c44d4a13d3d53f72e968f3fdc
-size 7186009
+oid sha256:f946d77324393959a49e2b83df2083326ea5a934e068eb48f2a362a11e551067
+size 8017721

labels.csv

@@ -0,0 +1,5122 @@
+unit_index,0
+0,0
+1,0
+2,0
+3,0
+4,0
+5,0
+6,0
+7,0
+8,0
+9,0
+10,0
+11,0
+12,0
+13,1
+14,0
+15,1
+16,1
+17,1
+18,0
+19,0
+20,0
+21,0
+22,0
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,0
+34,0
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,0
+42,0
+43,0
+44,0
+45,0
+46,0
+47,0
+48,0
+49,0
+50,0
+51,0
+52,0
+53,0
+54,0
+55,0
+56,0
+57,0
+58,0
+59,0
+60,0
+61,0
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,0
+69,0
+70,0
+71,0
+72,0
+73,0
+74,0
+75,0
+76,0
+77,0
+78,1
+79,0
+80,0
+81,0
+82,0
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,0
+90,0
+91,0
+92,0
+93,0
+94,1
+95,0
+96,0
+97,0
+98,0
+99,0
+100,0
+101,0
+102,0
+103,0
+104,0
+105,0
+106,0
+107,0
+108,0
+109,0
+110,0
+111,0
+112,0
+113,0
+114,0
+115,0
+116,0
+117,0
+118,0
+119,0
+120,0
+121,0
+122,0
+123,0
+124,0
+125,0
+126,0
+127,0
+128,0
+129,0
+130,0
+131,0
+132,0
+133,0
+134,0
+135,0
+136,0
+137,0
+138,0
+139,0
+140,0
+141,0
+142,0
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,0
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,0
+163,0
+164,0
+165,0
+166,0
+167,0
+168,0
+169,0
+170,0
+171,0
+172,0
+173,0
+174,0
+175,1
+176,0
+177,0
+178,0
+179,0
+180,1
+181,0
+182,0
+183,0
+184,0
+185,0
+186,0
+187,0
+188,0
+189,0
+190,0
+191,0
+192,0
+193,0
+194,0
+195,0
+196,0
+197,0
+198,0
+199,0
+200,0
+201,0
+202,0
+203,0
+204,0
+205,0
+206,0
+207,0
+208,0
+209,0
+210,0
+211,0
+212,0
+213,0
+214,0
+215,0
+216,0
+217,0
+218,0
+219,0
+220,1
+221,0
+222,0
+223,0
+224,0
+225,1
+226,0
+227,0
+228,1
+229,0
+230,0
+231,0
+232,0
+233,0
+234,0
+235,0
+236,0
+237,0
+238,0
+239,0
+240,0
+241,0
+242,0
+243,0
+244,0
+245,0
+246,0
+247,1
+248,0
+249,0
+250,0
+251,0
+252,0
+253,0
+254,0
+255,0
+256,0
+257,0
+258,0
+259,0
+260,0
+261,0
+262,0
+263,0
+264,0
+265,0
+266,0
+267,0
+268,0
+269,0
+270,0
+271,0
+272,0
+273,0
+274,0
+275,0
+276,0
+277,0
+278,0
+279,0
+280,0
+281,0
+282,0
+283,0
+284,0
+285,0
+286,0
+287,1
+288,0
+289,0
+290,0
+291,1
+292,0
+293,0
+294,0
+295,0
+296,0
+297,0
+298,0
+299,0
+300,0
+301,1
+302,0
+303,0
+304,0
+305,0
+306,0
+307,0
+308,0
+309,0
+310,0
+311,0
+312,0
+313,0
+314,0
+315,0
+316,0
+317,0
+318,0
+319,0
+320,0
+321,0
+322,0
+323,0
+324,0
+325,0
+326,0
+327,0
+328,0
+329,0
+330,0
+331,0
+332,0
+333,0
+334,0
+335,0
+336,0
+337,0
+338,1
+339,0
+340,0
+341,0
+342,0
+343,0
+344,0
+345,0
+346,0
+347,0
+348,0
+349,0
+350,0
+351,0
+352,0
+353,0
+354,0
+355,0
+356,0
+357,0
+358,1
+359,0
+360,0
+361,0
+362,0
+363,0
+364,0
+365,0
+366,0
+367,0
+368,0
+369,0
+370,0
+371,0
+372,0
+373,0
+374,0
+375,0
+376,0
+377,0
+378,0
+379,0
+380,0
+381,0
+382,0
+383,0
+384,0
+385,0
+386,0
+387,0
+388,0
+389,0
+390,0
+391,0
+392,0
+393,0
+394,0
+395,0
+396,0
+397,0
+398,0
+399,0
+400,0
+401,0
+402,0
+403,0
+404,0
+405,0
+406,0
+407,0
+408,0
+409,0
+410,0
+411,0
+412,0
+413,0
+414,0
+415,0
+416,0
+417,0
+418,0
+419,0
+420,0
+421,0
+422,0
+423,0
+424,0
+425,0
+426,0
+427,0
+428,0
+429,0
+430,0
+431,0
+432,0
+433,1
+434,0
+435,0
+436,0
+437,0
+438,0
+439,0
+440,0
+441,0
+442,0
+443,0
+444,0
+445,0
+446,0
+447,1
+448,0
+449,0
+450,0
+451,0
+452,0
+453,0
+454,1
+455,0
+456,0
+457,1
+458,0
+459,0
+460,0
+461,0
+462,0
+463,1
+464,0
+465,0
+466,0
+467,0
+468,0
+469,0
+470,0
+471,0
+472,0
+473,0
+474,0
+475,0
+476,0
+477,0
+478,0
+479,0
+480,0
+481,0
+482,0
+483,0
+484,0
+485,0
+486,0
+487,0
+488,0
+489,0
+490,0
+491,0
+492,0
+493,1
+494,0
+495,0
+496,0
+497,0
+498,0
+499,0
+500,0
+501,0
+502,1
+503,0
+504,0
+505,0
+506,0
+507,0
+508,0
+509,0
+510,0
+511,0
+512,0
+513,0
+514,0
+515,0
+516,0
+517,0
+518,0
+519,1
+520,0
+521,0
+522,0
+523,0
+524,0
+525,0
+526,0
+527,0
+528,0
+529,0
+530,0
+531,0
+0,0
+1,0
+2,0
+3,0
+4,0
+5,0
+6,0
+7,0
+8,0
+9,0
+10,0
+11,0
+12,0
+13,0
+14,0
+15,0
+16,0
+17,0
+18,0
+19,0
+20,0
+21,0
+22,0
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,0
+34,0
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,1
+42,0
+43,0
+44,0
+45,0
+46,0
+47,0
+48,0
+49,1
+50,0
+51,0
+52,0
+53,1
+54,1
+55,1
+56,1
+57,1
+58,1
+59,1
+60,1
+61,1
+62,1
+63,0
+64,1
+65,1
+66,1
+67,1
+68,0
+69,0
+70,1
+71,0
+72,0
+73,0
+74,0
+75,0
+76,0
+77,0
+78,0
+79,0
+80,0
+81,0
+82,1
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,0
+90,0
+91,0
+92,0
+93,0
+94,0
+95,0
+96,0
+97,1
+98,0
+99,0
+100,0
+101,0
+102,0
+103,0
+104,0
+105,0
+106,0
+107,0
+108,0
+109,0
+110,0
+111,0
+112,0
+113,0
+114,0
+115,0
+116,0
+117,0
+118,0
+119,0
+120,0
+121,0
+122,0
+123,0
+124,0
+125,0
+126,0
+127,0
+128,1
+129,0
+130,0
+131,0
+132,0
+133,0
+134,0
+135,0
+136,0
+137,0
+138,0
+139,0
+140,0
+141,0
+142,0
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,0
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,0
+163,0
+164,0
+165,0
+166,0
+167,0
+168,0
+169,0
+170,0
+171,0
+172,0
+173,0
+174,0
+175,0
+176,0
+177,0
+178,0
+179,1
+180,0
+181,0
+182,0
+183,0
+184,0
+185,0
+186,0
+187,0
+188,1
+189,0
+190,0
+191,0
+192,0
+193,0
+194,1
+195,0
+196,0
+197,0
+198,1
+199,0
+200,0
+201,0
+202,1
+203,0
+204,0
+205,0
+206,0
+207,0
+208,0
+209,0
+210,0
+211,0
+212,0
+213,0
+214,0
+215,0
+216,0
+217,0
+218,0
+219,0
+220,0
+221,0
+222,0
+223,0
+224,0
+225,0
+226,0
+227,0
+228,0
+229,0
+230,0
+231,0
+232,0
+233,0
+234,0
+235,0
+236,0
+237,0
+238,0
+239,0
+240,0
+241,0
+242,0
+243,0
+244,0
+245,0
+246,0
+247,0
+248,1
+249,1
+250,0
+251,0
+252,0
+253,0
+254,0
+255,0
+256,0
+257,0
+258,0
+259,0
+260,0
+261,0
+262,0
+263,0
+264,0
+265,0
+266,0
+267,0
+268,0
+269,0
+270,0
+271,0
+272,0
+273,0
+274,0
+275,0
+276,0
+277,0
+278,0
+279,1
+280,0
+281,0
+282,0
+283,0
+284,0
+285,0
+286,0
+287,0
+288,0
+289,0
+290,0
+291,0
+292,0
+293,0
+294,0
+295,0
+296,0
+297,0
+298,0
+299,0
+300,0
+301,0
+302,0
+303,0
+304,0
+305,0
+306,0
+307,0
+308,0
+309,0
+310,0
+311,0
+312,0
+313,0
+314,0
+315,0
+316,0
+317,0
+318,0
+319,0
+320,0
+321,0
+322,0
+323,0
+324,0
+325,0
+326,0
+327,0
+328,0
+329,0
+330,0
+331,0
+332,0
+333,0
+334,0
+335,0
+336,0
+337,0
+338,0
+339,0
+340,0
+341,0
+342,0
+343,0
+344,0
+345,0
+346,0
+347,0
+348,0
+349,0
+350,0
+351,0
+352,0
+353,0
+354,0
+355,0
+356,0
+357,0
+358,0
+359,0
+360,0
+361,0
+362,0
+363,0
+364,0
+365,0
+366,0
+367,0
+368,0
+369,0
+370,0
+371,0
+372,0
+373,0
+374,1
+375,1
+376,0
+377,0
+378,0
+379,0
+380,0
+381,0
+382,0
+383,0
+384,0
+385,0
+386,0
+387,0
+388,0
+389,0
+390,0
+391,0
+392,0
+393,0
+394,0
+395,0
+396,0
+397,0
+398,0
+399,0
+400,0
+401,0
+402,0
+403,0
+404,0
+405,0
+406,0
+407,0
+408,0
+409,0
+410,0
+411,0
+412,0
+413,0
+414,0
+415,0
+416,0
+417,0
+418,0
+419,0
+420,0
+421,0
+422,0
+423,0
+424,0
+425,0
+426,0
+427,0
+428,1
+429,0
+430,0
+431,0
+432,0
+433,0
+434,0
+435,0
+436,0
+437,0
+438,0
+439,0
+440,0
+441,0
+442,0
+443,0
+444,0
+445,0
+446,0
+447,0
+448,0
+449,0
+450,0
+451,0
+452,0
+453,0
+454,0
+455,0
+456,0
+457,0
+458,0
+459,0
+460,0
+461,0
+462,0
+463,0
+464,0
+465,0
+466,0
+467,0
+468,0
+469,0
+470,0
+471,0
+472,0
+473,0
+474,0
+475,0
+476,0
+477,0
+478,0
+479,0
+480,0
+481,0
+482,0
+483,0
+484,0
+485,0
+486,1
+487,1
+488,1
+489,0
+490,0
+491,0
+492,0
+493,0
+494,0
+495,0
+496,0
+497,0
+498,0
+499,1
+500,1
+501,1
+502,0
+503,0
+504,0
+505,0
+506,0
+507,0
+508,0
+509,1
+510,0
+511,0
+512,0
+513,0
+514,0
+515,1
+516,0
+517,0
+518,0
+519,0
+520,0
+521,0
+522,0
+523,0
+524,1
+525,0
+526,0
+527,0
+528,0
+529,0
+530,1
+531,1
+532,1
+533,1
+534,1
+535,0
+536,0
+537,0
+538,0
+539,0
+540,0
+541,0
+542,0
+543,0
+544,0
+545,0
+546,0
+547,0
+548,0
+549,0
+550,0
+551,0
+552,1
+553,0
+554,0
+555,1
+556,1
+557,0
+558,1
+559,0
+560,0
+561,0
+562,0
+563,0
+564,0
+565,0
+566,0
+567,0
+568,0
+569,0
+570,0
+571,0
+572,0
+573,0
+574,0
+575,0
+576,0
+577,0
+578,0
+579,0
+580,0
+581,0
+582,0
+583,0
+584,0
+585,0
+586,0
+587,0
+588,0
+589,0
+590,0
+591,0
+592,0
+593,1
+594,0
+595,0
+596,0
+597,0
+598,0
+599,0
+600,0
+601,0
+602,0
+603,0
+604,0
+605,0
+606,0
+607,0
+608,0
+609,0
+610,0
+611,0
+612,0
+613,0
+614,0
+615,0
+616,0
+617,0
+618,0
+619,0
+620,0
+621,1
+622,0
+623,0
+624,0
+625,0
+626,0
+627,0
+628,0
+629,0
+630,0
+631,0
+632,0
+633,0
+634,0
+635,0
+636,0
+637,0
+638,0
+639,0
+640,1
+641,0
+642,0
+643,0
+644,0
+645,0
+646,0
+647,0
+648,0
+649,0
+650,0
+651,0
+652,0
+653,0
+654,0
+655,0
+656,0
+657,0
+658,0
+659,0
+660,0
+661,0
+662,0
+663,0
+664,0
+665,0
+666,0
+667,0
+668,0
+669,0
+670,0
+671,0
+672,0
+673,0
+674,0
+675,0
+676,0
+677,0
+678,0
+679,0
+680,0
+681,0
+682,0
+683,0
+684,0
+685,0
+686,0
+687,0
+688,0
+689,0
+690,0
+691,0
+692,0
+693,0
+694,0
+695,0
+0,0
+1,1
+2,1
+3,0
+4,0
+5,0
+6,0
+7,0
+8,0
+9,1
+10,0
+11,0
+12,0
+13,0
+14,1
+15,0
+16,0
+17,0
+18,0
+19,1
+20,0
+21,0
+22,1
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,0
+34,0
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,0
+42,0
+43,0
+44,1
+45,1
+46,0
+47,0
+48,0
+49,0
+50,0
+51,0
+52,0
+53,0
+54,0
+55,0
+56,0
+57,0
+58,0
+59,0
+60,0
+61,0
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,0
+69,0
+70,0
+71,0
+72,0
+73,1
+74,1
+75,1
+76,0
+77,0
+78,0
+79,0
+80,0
+81,1
+82,0
+83,0
+84,0
+85,0
+86,0
+87,1
+88,1
+89,1
+90,0
+91,1
+92,0
+93,0
+94,1
+95,0
+96,1
+97,0
+98,0
+99,0
+100,0
+101,1
+102,1
+103,1
+104,1
+105,1
+106,1
+107,0
+108,1
+109,0
+110,0
+111,1
+112,1
+113,1
+114,0
+115,1
+116,0
+117,0
+118,1
+119,1
+120,0
+121,0
+122,0
+123,0
+124,0
+125,0
+126,1
+127,1
+128,1
+129,1
+130,1
+131,1
+132,0
+133,1
+134,1
+135,1
+136,1
+137,1
+138,1
+139,0
+140,1
+141,1
+142,1
+143,0
+144,0
+145,0
+146,0
+147,0
+148,1
+149,0
+150,0
+151,0
+152,1
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,1
+163,0
+164,0
+165,1
+166,1
+167,0
+168,1
+169,1
+170,1
+171,0
+172,0
+173,0
+174,0
+175,0
+176,0
+177,0
+178,0
+179,1
+180,0
+181,0
+182,0
+183,0
+184,0
+185,0
+186,0
+187,0
+0,1
+1,0
+2,0
+3,1
+4,0
+5,0
+6,0
+7,0
+8,0
+9,0
+10,0
+11,1
+12,1
+13,0
+14,0
+15,0
+16,0
+17,0
+18,0
+19,0
+20,1
+21,0
+22,0
+23,0
+24,0
+25,0
+26,0
+27,0
+28,1
+29,0
+30,0
+31,1
+32,0
+33,1
+34,0
+35,1
+36,0
+37,1
+38,1
+39,0
+40,1
+41,1
+42,1
+43,1
+44,0
+45,0
+46,1
+47,0
+48,0
+49,0
+50,0
+51,0
+52,0
+53,0
+54,0
+55,0
+56,0
+57,0
+58,1
+59,0
+60,0
+61,0
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,0
+69,0
+70,1
+71,0
+72,0
+73,0
+74,0
+75,0
+76,0
+77,1
+78,0
+79,1
+80,0
+81,0
+82,1
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,1
+90,0
+91,1
+92,1
+93,1
+94,1
+95,1
+96,1
+97,0
+98,0
+99,0
+100,0
+101,0
+102,0
+103,0
+104,0
+105,0
+106,1
+107,0
+108,0
+109,0
+110,0
+111,0
+112,1
+113,1
+114,0
+115,0
+116,0
+117,0
+118,0
+119,0
+120,0
+121,0
+122,0
+123,0
+124,0
+125,0
+126,0
+127,0
+128,0
+129,0
+130,0
+131,0
+132,1
+133,0
+134,0
+135,0
+136,0
+137,1
+138,0
+139,0
+140,0
+141,0
+142,1
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,0
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,1
+158,0
+159,0
+160,0
+161,1
+162,0
+163,1
+164,0
+165,0
+166,0
+167,0
+168,0
+169,0
+170,1
+171,0
+172,0
+173,0
+174,0
+175,0
+176,0
+177,0
+178,0
+179,0
+180,0
+181,0
+182,0
+183,0
+184,0
+185,0
+186,0
+187,0
+188,0
+189,0
+190,0
+191,0
+192,0
+193,0
+194,0
+195,0
+196,0
+197,0
+198,0
+199,0
+200,0
+201,1
+202,1
+203,1
+204,0
+205,0
+206,0
+207,0
+208,0
+209,0
+210,0
+211,1
+212,0
+213,1
+214,0
+215,0
+216,1
+217,0
+218,0
+219,1
+220,0
+221,1
+222,1
+223,1
+224,0
+225,0
+226,1
+227,0
+228,1
+229,1
+230,0
+231,0
+232,0
+233,1
+234,0
+235,0
+236,0
+237,0
+238,1
+239,0
+240,0
+241,1
+242,0
+243,0
+244,0
+245,0
+246,0
+247,1
+248,1
+249,0
+250,0
+251,0
+252,0
+253,0
+254,0
+255,0
+256,0
+257,0
+258,0
+259,0
+260,0
+261,0
+262,1
+263,0
+264,0
+265,0
+266,0
+267,0
+268,0
+269,0
+270,0
+271,1
+272,1
+273,1
+274,1
+275,1
+276,1
+277,1
+278,1
+279,0
+280,0
+281,0
+282,0
+283,0
+284,1
+285,0
+286,1
+287,0
+288,1
+289,0
+290,0
+291,1
+292,0
+293,1
+294,0
+295,0
+296,0
+297,0
+298,0
+299,0
+300,0
+301,0
+302,0
+303,1
+304,0
+305,0
+306,0
+307,0
+308,0
+309,0
+310,0
+311,0
+312,0
+313,0
+314,1
+315,1
+316,1
+317,1
+318,1
+319,0
+320,0
+321,1
+322,1
+323,0
+324,0
+325,0
+326,0
+327,0
+328,0
+329,0
+330,0
+331,0
+332,0
+333,0
+334,0
+335,0
+336,1
+337,1
+338,0
+339,0
+340,0
+341,0
+342,0
+343,0
+344,0
+345,0
+346,0
+347,0
+348,1
+349,0
+350,0
+351,0
+352,1
+353,1
+354,0
+355,0
+356,0
+357,0
+358,0
+359,1
+360,0
+361,0
+362,1
+363,0
+364,1
+365,0
+366,0
+367,0
+368,0
+369,0
+370,1
+371,0
+372,0
+373,1
+374,0
+375,1
+376,0
+377,0
+378,0
+379,1
+380,0
+381,0
+382,0
+383,0
+384,0
+385,0
+386,0
+387,0
+388,0
+389,1
+390,0
+391,1
+392,0
+393,0
+394,0
+395,0
+396,0
+397,1
+398,0
+399,0
+400,0
+401,0
+402,0
+403,1
+404,1
+405,0
+406,0
+407,0
+408,0
+409,0
+410,0
+411,0
+412,0
+413,0
+414,0
+415,0
+416,0
+417,0
+418,0
+419,0
+420,0
+421,0
+422,0
+423,0
+424,0
+425,0
+426,0
+427,0
+428,0
+429,0
+430,0
+431,0
+432,0
+433,0
+434,0
+435,0
+436,0
+437,0
+438,1
+439,0
+440,0
+441,1
+442,0
+443,1
+444,0
+445,0
+446,0
+447,0
+448,0
+449,0
+450,0
+451,0
+452,0
+453,0
+454,0
+455,0
+456,0
+457,0
+458,0
+459,1
+460,1
+461,1
+462,0
+463,0
+464,1
+465,0
+466,0
+467,0
+468,0
+469,0
+470,0
+471,0
+472,0
+473,0
+474,0
+475,0
+476,0
+477,1
+478,0
+479,0
+480,0
+481,0
+482,0
+483,1
+484,0
+485,0
+486,0
+487,0
+488,1
+489,0
+490,0
+491,0
+492,0
+493,0
+494,0
+495,0
+496,0
+497,0
+498,0
+499,0
+500,0
+501,0
+502,1
+503,0
+504,0
+505,0
+506,0
+507,0
+508,0
+509,0
+510,0
+511,0
+512,0
+513,0
+514,0
+515,1
+516,0
+517,0
+518,1
+519,0
+520,0
+521,0
+522,0
+523,0
+524,0
+525,0
+526,0
+527,0
+528,0
+529,0
+530,0
+531,0
+532,0
+533,0
+534,0
+535,0
+536,1
+537,0
+538,0
+539,0
+540,0
+541,0
+542,0
+543,0
+544,1
+545,0
+546,0
+547,0
+548,0
+549,0
+550,0
+551,0
+552,0
+553,0
+554,0
+555,0
+556,0
+557,0
+558,0
+0,0
+1,1
+2,0
+3,1
+4,0
+5,1
+6,0
+7,0
+8,1
+9,0
+10,0
+11,0
+12,0
+13,0
+14,0
+15,0
+16,1
+17,1
+18,1
+19,0
+20,1
+21,1
+22,1
+23,1
+24,1
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,1
+33,0
+34,0
+35,0
+36,1
+37,0
+38,0
+39,0
+40,0
+41,1
+42,0
+43,0
+44,0
+45,1
+46,1
+47,1
+48,1
+49,1
+50,1
+51,0
+52,1
+53,0
+54,1
+55,0
+56,0
+57,1
+58,0
+59,1
+60,1
+61,1
+62,1
+63,0
+64,0
+65,1
+66,1
+67,0
+68,1
+69,0
+70,1
+71,0
+72,0
+73,0
+74,0
+75,1
+76,0
+77,0
+78,0
+79,0
+80,1
+81,0
+82,1
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,0
+90,0
+91,0
+92,0
+93,0
+94,1
+95,0
+96,1
+97,0
+98,0
+99,0
+100,1
+101,0
+102,0
+103,0
+104,0
+105,0
+106,0
+107,0
+108,0
+109,0
+110,0
+111,0
+112,0
+113,0
+114,0
+115,0
+116,0
+117,0
+118,0
+119,0
+120,0
+121,0
+122,0
+123,1
+124,0
+125,0
+126,0
+127,0
+128,0
+129,0
+130,0
+131,0
+132,0
+133,0
+134,0
+135,0
+136,0
+137,0
+138,0
+139,0
+140,0
+141,0
+142,0
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,0
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,0
+163,0
+164,0
+165,0
+166,0
+167,0
+168,0
+169,0
+170,0
+171,0
+172,0
+173,0
+174,0
+175,0
+176,0
+177,0
+178,0
+179,0
+180,0
+181,0
+182,0
+183,1
+184,1
+185,0
+186,0
+187,1
+188,0
+189,0
+190,1
+191,1
+192,0
+193,0
+194,1
+195,0
+196,0
+197,0
+198,0
+199,1
+200,0
+201,0
+202,0
+203,0
+204,0
+205,0
+206,1
+207,0
+208,0
+209,0
+210,0
+211,1
+212,0
+213,0
+214,1
+215,0
+216,0
+217,0
+218,0
+219,1
+220,1
+221,1
+222,0
+223,0
+224,1
+225,1
+226,0
+227,1
+228,1
+229,1
+230,1
+231,1
+232,1
+233,1
+234,0
+235,0
+236,0
+237,0
+238,0
+239,0
+240,1
+241,1
+242,1
+243,1
+244,0
+245,0
+246,1
+247,1
+248,1
+249,1
+250,1
+251,0
+252,0
+253,0
+254,0
+255,1
+256,0
+257,0
+258,0
+259,1
+260,1
+261,1
+262,1
+263,0
+264,0
+265,0
+266,0
+267,0
+268,0
+269,0
+270,0
+271,0
+272,0
+273,0
+274,0
+275,0
+276,1
+277,0
+278,1
+279,0
+280,0
+281,0
+282,0
+283,1
+284,0
+285,1
+286,0
+287,0
+288,0
+289,0
+290,1
+291,0
+292,0
+293,1
+294,0
+295,0
+296,0
+297,0
+298,1
+299,0
+300,1
+301,1
+302,1
+303,0
+304,0
+305,0
+306,1
+307,0
+308,0
+309,1
+310,0
+311,0
+312,0
+313,0
+314,1
+315,0
+316,0
+317,0
+318,1
+319,1
+320,1
+321,1
+322,0
+323,0
+324,0
+325,0
+326,0
+327,0
+328,0
+329,0
+330,0
+331,0
+332,0
+333,0
+334,0
+335,0
+336,0
+337,0
+338,0
+339,0
+340,0
+341,0
+342,1
+343,0
+344,0
+345,0
+346,0
+347,0
+348,0
+349,0
+350,0
+351,0
+352,0
+353,1
+354,0
+355,0
+356,1
+357,0
+358,1
+359,1
+360,0
+361,0
+362,0
+363,0
+364,0
+365,0
+366,1
+0,1
+1,1
+2,1
+3,1
+4,1
+5,0
+6,0
+7,1
+8,1
+9,1
+10,1
+11,1
+12,1
+13,0
+14,0
+15,0
+16,0
+17,1
+18,1
+19,0
+20,1
+21,0
+22,0
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,0
+34,1
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,1
+42,0
+43,0
+44,0
+45,0
+46,0
+47,0
+48,0
+49,1
+50,0
+51,0
+52,1
+53,0
+54,1
+55,0
+56,0
+57,0
+58,0
+59,0
+60,0
+61,0
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,0
+69,0
+70,0
+71,0
+72,0
+73,0
+74,0
+75,0
+76,0
+77,0
+78,0
+79,0
+80,0
+81,0
+82,0
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,0
+90,0
+91,0
+92,0
+93,1
+94,0
+95,0
+96,0
+97,0
+98,0
+99,0
+100,0
+101,0
+102,0
+103,1
+104,0
+105,0
+106,0
+107,0
+108,0
+109,0
+110,0
+111,0
+112,0
+113,0
+114,0
+115,0
+116,0
+117,0
+118,0
+119,0
+120,0
+121,0
+122,0
+123,0
+124,0
+125,0
+126,0
+127,0
+128,0
+129,0
+130,0
+131,0
+132,0
+133,0
+134,1
+135,1
+136,0
+137,0
+138,0
+139,0
+140,0
+141,0
+142,0
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,0
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,1
+160,0
+161,0
+162,0
+163,0
+164,0
+165,0
+166,0
+167,0
+168,1
+169,0
+170,0
+171,0
+172,0
+173,0
+174,0
+175,0
+176,1
+177,1
+178,1
+179,0
+180,0
+181,0
+182,0
+183,0
+184,0
+185,0
+186,1
+187,0
+188,0
+189,1
+190,1
+191,1
+192,1
+193,1
+194,1
+195,1
+196,1
+197,1
+198,1
+199,1
+200,1
+201,1
+202,1
+203,1
+204,1
+205,1
+206,0
+207,0
+208,0
+209,0
+210,0
+211,0
+212,0
+213,0
+214,0
+215,0
+216,0
+217,0
+218,0
+219,0
+220,0
+221,0
+222,0
+223,0
+224,0
+225,1
+226,0
+227,0
+228,0
+229,0
+230,0
+231,0
+232,0
+233,0
+234,0
+235,0
+236,0
+237,0
+238,0
+239,0
+240,0
+241,0
+242,0
+243,0
+244,0
+245,0
+246,0
+247,0
+248,0
+249,0
+250,0
+251,0
+252,0
+253,0
+254,0
+255,0
+256,0
+257,0
+258,0
+259,0
+260,0
+261,0
+262,0
+263,0
+264,0
+265,0
+266,0
+267,0
+268,0
+269,0
+270,0
+271,0
+272,0
+273,0
+274,0
+275,0
+276,0
+277,0
+278,0
+279,1
+280,1
+281,1
+282,1
+283,1
+284,1
+285,1
+286,1
+287,1
+288,0
+289,0
+290,0
+291,0
+292,0
+293,0
+294,0
+295,0
+296,0
+297,0
+298,0
+299,0
+300,0
+301,0
+302,0
+303,0
+304,0
+305,0
+306,0
+307,0
+308,0
+309,0
+310,1
+311,1
+312,0
+313,0
+314,0
+315,0
+316,0
+317,0
+318,0
+0,0
+1,0
+2,1
+3,1
+4,1
+5,0
+6,0
+7,0
+8,0
+9,0
+10,0
+11,0
+12,0
+13,0
+14,0
+15,0
+16,0
+17,0
+18,0
+19,1
+20,0
+21,1
+22,1
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,0
+34,0
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,0
+42,0
+43,0
+44,0
+45,0
+46,0
+47,1
+48,0
+49,0
+50,0
+51,0
+52,1
+53,0
+54,0
+55,0
+56,0
+57,0
+58,0
+59,0
+60,0
+61,0
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,1
+69,0
+70,1
+71,1
+72,1
+73,0
+74,0
+75,0
+76,0
+77,0
+78,0
+79,0
+80,0
+81,0
+82,0
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,0
+90,0
+91,0
+92,0
+93,0
+94,0
+95,0
+96,0
+97,0
+98,0
+99,0
+100,0
+101,0
+102,0
+103,0
+104,1
+105,0
+106,0
+107,1
+108,0
+109,0
+110,0
+111,0
+112,0
+113,0
+114,0
+115,0
+116,1
+117,0
+118,0
+119,0
+120,0
+121,0
+122,0
+123,0
+124,0
+125,0
+126,0
+127,0
+128,0
+129,0
+130,0
+131,0
+132,0
+133,0
+134,0
+135,0
+136,0
+137,0
+138,0
+139,0
+140,0
+141,0
+142,0
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,0
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,0
+163,0
+164,0
+165,0
+166,0
+167,0
+168,0
+169,0
+170,0
+171,0
+172,0
+173,0
+174,1
+175,0
+176,0
+177,1
+178,0
+179,1
+180,0
+181,0
+182,0
+183,0
+184,0
+185,0
+186,0
+187,0
+188,0
+189,0
+190,1
+191,1
+192,1
+193,0
+194,0
+195,0
+196,0
+197,0
+198,1
+199,0
+200,0
+201,1
+202,1
+203,0
+204,0
+205,0
+206,0
+207,0
+208,1
+209,1
+210,1
+211,1
+212,0
+213,0
+214,0
+215,1
+216,0
+217,0
+218,0
+219,0
+220,0
+221,0
+222,0
+223,0
+224,0
+225,0
+226,0
+227,0
+228,0
+229,0
+230,0
+231,1
+232,0
+233,0
+234,0
+235,0
+236,0
+237,0
+238,0
+239,0
+240,0
+241,0
+242,0
+243,0
+244,0
+245,0
+246,0
+247,0
+248,0
+249,0
+250,0
+251,0
+252,0
+253,0
+254,0
+255,0
+256,0
+257,0
+258,0
+259,0
+260,0
+261,0
+262,0
+263,0
+264,0
+265,0
+266,0
+267,0
+268,1
+269,1
+270,0
+271,0
+272,0
+273,0
+274,0
+275,0
+276,0
+277,0
+278,0
+279,0
+280,0
+281,0
+282,0
+283,0
+0,1
+1,1
+2,1
+3,1
+4,0
+5,1
+6,0
+7,1
+8,0
+9,1
+10,0
+11,0
+12,1
+13,1
+14,1
+15,1
+16,1
+17,1
+18,1
+19,1
+20,0
+21,0
+22,0
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,0
+34,0
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,0
+42,0
+43,0
+44,0
+45,0
+46,0
+47,0
+48,0
+49,0
+50,0
+51,0
+52,0
+53,0
+54,0
+55,1
+56,0
+57,0
+58,0
+59,0
+60,0
+61,0
+62,0
+63,0
+64,1
+65,1
+66,1
+67,1
+68,1
+69,1
+70,1
+71,0
+72,1
+73,0
+74,0
+75,1
+76,0
+77,1
+78,1
+79,0
+80,1
+81,1
+82,1
+83,1
+84,0
+85,1
+86,0
+87,0
+88,0
+89,0
+90,0
+91,1
+92,1
+93,1
+94,1
+95,1
+96,1
+97,1
+98,0
+99,0
+100,1
+101,0
+102,1
+103,0
+104,1
+105,1
+106,1
+107,0
+108,0
+109,0
+110,1
+111,1
+112,0
+113,0
+114,0
+115,0
+116,1
+117,1
+118,1
+119,1
+120,1
+121,0
+122,1
+123,0
+124,0
+125,1
+126,1
+127,0
+128,0
+129,1
+130,1
+131,1
+132,1
+133,0
+134,1
+135,1
+136,1
+137,1
+138,1
+139,1
+140,0
+141,0
+142,1
+143,0
+144,0
+145,1
+146,0
+147,1
+148,0
+149,0
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,0
+163,0
+164,1
+165,1
+166,1
+167,1
+168,1
+169,1
+170,0
+171,0
+172,0
+173,0
+174,1
+175,0
+176,0
+177,1
+178,1
+179,1
+180,1
+181,1
+182,1
+183,1
+184,1
+185,1
+186,1
+187,1
+188,1
+189,1
+190,1
+191,1
+192,1
+193,1
+194,1
+195,0
+196,1
+197,1
+198,1
+199,1
+200,1
+201,1
+202,1
+203,1
+204,1
+205,1
+206,1
+207,1
+208,1
+209,1
+210,1
+211,1
+212,1
+213,1
+214,1
+215,1
+216,1
+217,1
+218,1
+219,1
+220,1
+221,1
+222,0
+223,1
+224,1
+225,1
+226,1
+227,1
+228,1
+229,1
+230,1
+231,1
+232,1
+233,1
+234,1
+235,1
+236,1
+237,1
+238,1
+239,1
+240,1
+241,1
+242,1
+243,1
+244,1
+245,1
+246,1
+247,1
+248,1
+249,1
+250,1
+251,1
+252,1
+253,1
+254,1
+255,1
+256,1
+257,1
+258,1
+259,0
+260,1
+261,1
+262,1
+263,1
+264,1
+265,1
+266,1
+267,1
+268,1
+269,1
+270,1
+271,1
+272,1
+273,1
+274,1
+275,1
+276,1
+277,1
+278,1
+279,1
+280,1
+281,1
+282,1
+283,0
+284,0
+285,1
+286,1
+287,1
+288,1
+289,1
+290,1
+291,1
+292,1
+293,1
+294,1
+295,1
+296,1
+297,1
+298,1
+299,1
+300,1
+301,1
+302,1
+303,1
+304,1
+305,1
+306,1
+307,1
+308,1
+309,1
+310,1
+311,1
+312,1
+313,1
+314,1
+315,1
+316,1
+317,1
+318,1
+319,1
+320,1
+321,1
+322,1
+323,1
+324,1
+325,1
+326,0
+327,0
+328,1
+329,1
+330,0
+331,0
+332,0
+333,0
+334,0
+335,1
+336,1
+337,0
+338,0
+339,1
+340,1
+341,1
+342,1
+343,1
+344,1
+345,1
+346,1
+347,1
+348,1
+349,1
+350,1
+351,1
+352,1
+353,1
+354,1
+355,1
+356,1
+357,1
+358,1
+359,0
+360,1
+361,1
+362,1
+363,1
+364,1
+365,1
+366,1
+367,1
+368,1
+369,1
+370,1
+371,1
+372,1
+373,1
+374,1
+375,1
+376,1
+377,1
+378,1
+379,1
+380,1
+381,1
+382,1
+383,1
+384,1
+385,1
+386,1
+387,1
+388,1
+389,1
+390,1
+391,1
+392,1
+393,1
+394,1
+395,1
+396,1
+397,1
+398,1
+399,1
+400,1
+401,1
+402,1
+403,1
+404,1
+405,1
+406,1
+407,1
+408,1
+409,1
+410,1
+411,1
+412,1
+413,1
+414,1
+415,1
+416,1
+417,1
+418,1
+419,1
+420,1
+421,1
+422,1
+423,1
+424,1
+425,1
+426,1
+427,1
+428,1
+429,1
+430,1
+431,1
+432,1
+433,1
+434,1
+435,1
+436,1
+437,1
+438,1
+439,1
+440,1
+441,1
+442,1
+443,1
+444,1
+445,1
+446,1
+447,1
+448,1
+449,1
+450,1
+451,1
+452,1
+453,1
+454,1
+455,1
+456,1
+457,1
+458,1
+459,1
+460,1
+461,1
+462,1
+463,1
+464,1
+465,1
+466,1
+467,1
+468,1
+469,1
+470,1
+471,1
+472,1
+473,1
+474,1
+475,1
+476,1
+477,1
+478,1
+479,1
+480,1
+481,1
+482,1
+483,1
+484,1
+485,1
+486,1
+487,1
+488,1
+489,1
+490,1
+491,1
+492,1
+493,1
+494,1
+495,1
+496,1
+497,1
+498,1
+499,1
+500,1
+501,1
+502,1
+503,1
+504,1
+505,1
+506,1
+507,1
+508,1
+509,1
+510,1
+511,1
+512,1
+513,1
+514,1
+515,1
+516,1
+517,1
+518,1
+519,1
+520,1
+521,1
+522,1
+523,1
+524,1
+525,1
+526,1
+527,1
+528,1
+529,1
+530,1
+531,1
+532,1
+533,1
+534,1
+535,1
+536,1
+537,1
+538,1
+539,1
+540,1
+541,1
+542,1
+543,1
+544,1
+545,1
+546,1
+547,1
+548,1
+549,1
+550,1
+551,1
+552,1
+553,1
+554,1
+555,1
+556,1
+557,1
+558,1
+559,1
+560,1
+561,1
+562,1
+563,1
+564,1
+565,1
+566,1
+567,1
+568,1
+569,1
+570,1
+571,1
+572,0
+573,0
+574,1
+575,1
+576,1
+577,0
+578,0
+579,0
+580,0
+581,0
+582,0
+583,0
+584,0
+585,0
+586,0
+587,0
+588,0
+589,0
+590,0
+591,0
+592,0
+593,0
+594,1
+595,0
+596,0
+597,0
+598,0
+599,1
+600,1
+601,1
+602,0
+603,1
+604,0
+605,0
+606,0
+607,0
+608,1
+609,0
+610,0
+611,0
+612,1
+613,1
+614,1
+615,1
+616,1
+617,1
+618,1
+619,1
+620,1
+621,1
+622,1
+623,1
+624,1
+625,1
+626,1
+627,1
+628,1
+629,1
+630,1
+631,1
+632,1
+633,1
+634,1
+635,1
+636,1
+637,1
+638,1
+639,1
+640,1
+641,1
+642,1
+643,1
+644,1
+645,1
+646,1
+647,1
+648,1
+649,1
+650,1
+651,1
+652,1
+653,1
+654,1
+655,1
+656,1
+657,1
+658,1
+659,1
+660,1
+661,1
+662,1
+663,0
+664,0
+665,0
+666,0
+667,0
+668,0
+669,0
+670,0
+671,0
+672,0
+673,1
+674,1
+675,1
+676,1
+677,1
+678,1
+679,1
+680,1
+681,1
+682,1
+683,1
+684,1
+685,1
+686,0
+687,1
+688,0
+689,0
+0,1
+1,1
+2,1
+3,1
+4,1
+5,1
+6,1
+7,1
+8,1
+9,1
+10,1
+11,1
+12,0
+13,1
+14,1
+15,1
+16,1
+17,1
+18,1
+19,1
+20,0
+21,1
+22,0
+23,0
+24,1
+25,0
+26,0
+27,0
+28,0
+29,0
+30,0
+31,0
+32,0
+33,1
+34,0
+35,1
+36,0
+37,0
+38,0
+39,0
+40,0
+41,0
+42,0
+43,0
+44,0
+45,0
+46,0
+47,0
+48,0
+49,0
+50,1
+51,1
+52,0
+53,0
+54,0
+55,0
+56,0
+57,0
+58,0
+59,0
+60,0
+61,1
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,0
+69,0
+70,1
+71,0
+72,0
+73,0
+74,0
+75,1
+76,0
+77,0
+78,0
+79,0
+80,0
+81,1
+82,0
+83,0
+84,0
+85,1
+86,0
+87,1
+88,0
+89,0
+90,0
+91,0
+92,1
+93,1
+94,1
+95,1
+96,0
+97,0
+98,0
+99,0
+100,0
+101,0
+102,0
+103,0
+104,0
+105,1
+106,0
+107,0
+108,0
+109,0
+110,0
+111,0
+112,0
+113,0
+114,0
+115,0
+116,0
+117,0
+118,0
+119,0
+120,0
+121,0
+122,1
+123,0
+124,0
+125,0
+126,0
+127,0
+128,0
+129,0
+130,0
+131,0
+132,0
+133,0
+134,0
+135,0
+136,0
+137,0
+138,0
+139,0
+140,0
+141,0
+142,0
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,1
+150,0
+151,0
+152,0
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,0
+163,0
+164,0
+165,0
+166,0
+167,0
+168,0
+169,0
+170,0
+171,0
+172,0
+173,0
+174,0
+175,0
+176,0
+177,0
+178,0
+179,0
+180,0
+181,0
+182,0
+183,0
+184,0
+185,0
+186,0
+187,0
+188,0
+189,1
+190,0
+191,0
+192,0
+193,0
+194,0
+195,0
+196,0
+197,1
+198,0
+199,0
+200,0
+201,0
+202,0
+203,0
+204,1
+205,0
+206,0
+207,1
+208,0
+209,1
+210,0
+211,0
+212,0
+213,1
+214,0
+215,0
+216,0
+217,0
+218,0
+219,0
+220,1
+221,0
+222,0
+223,1
+224,0
+225,0
+226,0
+227,0
+228,0
+229,0
+230,1
+231,0
+232,0
+233,0
+234,0
+235,0
+236,0
+237,0
+238,0
+239,0
+240,0
+241,0
+242,0
+243,0
+244,0
+245,1
+246,1
+247,0
+248,0
+249,0
+250,0
+251,0
+252,0
+253,0
+254,0
+255,0
+256,0
+257,0
+258,0
+259,1
+260,0
+261,0
+262,0
+263,0
+264,0
+265,0
+266,0
+267,0
+268,0
+269,0
+270,1
+271,0
+272,0
+273,0
+274,0
+275,0
+276,1
+277,0
+278,0
+279,0
+280,1
+281,1
+282,0
+283,1
+284,0
+285,0
+286,0
+287,1
+288,0
+289,1
+290,1
+291,1
+292,0
+293,0
+294,1
+295,0
+296,0
+297,0
+298,0
+299,1
+300,0
+301,0
+302,0
+303,1
+304,0
+305,0
+306,0
+307,0
+308,1
+309,0
+310,1
+311,1
+312,0
+313,0
+314,1
+315,0
+316,1
+317,0
+318,0
+319,1
+320,1
+321,0
+322,0
+323,0
+324,0
+325,0
+326,0
+327,0
+328,0
+329,0
+330,0
+331,0
+332,0
+333,0
+334,0
+335,1
+336,0
+337,1
+338,0
+339,0
+340,0
+341,0
+342,0
+343,0
+344,0
+345,0
+346,0
+347,0
+348,1
+349,0
+350,0
+351,0
+352,1
+353,0
+354,0
+355,0
+356,0
+357,0
+358,1
+359,1
+360,1
+361,1
+362,1
+363,1
+364,0
+365,1
+366,0
+367,0
+368,1
+369,0
+370,1
+371,0
+372,0
+373,1
+374,0
+375,0
+376,0
+377,0
+378,0
+379,1
+380,1
+381,0
+382,1
+383,1
+384,0
+385,0
+386,0
+387,0
+388,0
+389,0
+390,1
+391,0
+392,0
+393,0
+394,0
+395,0
+396,1
+397,1
+398,0
+399,0
+400,0
+401,1
+402,0
+403,1
+404,1
+405,0
+406,0
+407,0
+408,1
+409,0
+410,0
+411,0
+412,0
+413,0
+414,0
+415,0
+416,1
+417,1
+418,0
+419,0
+420,0
+421,0
+422,0
+423,0
+424,0
+425,1
+426,1
+427,0
+428,1
+429,1
+430,0
+431,1
+432,1
+433,0
+434,0
+435,0
+436,1
+437,0
+438,0
+439,0
+440,1
+441,1
+442,1
+443,0
+444,1
+445,1
+446,1
+447,1
+448,1
+449,0
+450,1
+451,0
+452,1
+453,1
+454,0
+455,0
+456,1
+457,0
+458,1
+459,1
+460,0
+461,1
+462,0
+463,0
+464,0
+465,1
+466,0
+467,0
+468,1
+469,1
+470,1
+471,1
+472,0
+473,1
+474,0
+475,1
+476,1
+477,1
+478,0
+479,1
+480,1
+481,0
+482,1
+483,1
+484,1
+485,1
+486,0
+487,0
+488,1
+489,0
+490,0
+491,1
+492,1
+493,0
+494,1
+495,1
+496,1
+497,1
+498,1
+499,1
+500,0
+501,1
+502,1
+503,1
+504,0
+505,1
+506,0
+507,1
+508,1
+509,0
+510,1
+511,0
+512,0
+513,0
+514,0
+515,1
+516,1
+517,1
+518,1
+519,1
+520,1
+521,0
+522,0
+523,1
+524,0
+525,1
+526,0
+527,1
+528,0
+529,0
+530,1
+531,0
+532,1
+533,1
+534,0
+535,0
+536,1
+537,1
+538,1
+539,1
+540,1
+541,0
+542,0
+543,0
+544,0
+545,1
+546,1
+547,0
+548,1
+549,1
+550,1
+551,1
+552,1
+553,1
+554,1
+555,1
+556,1
+557,1
+558,1
+559,0
+560,1
+561,1
+562,1
+563,1
+564,0
+565,1
+566,0
+567,0
+568,1
+569,1
+570,1
+571,0
+572,0
+573,1
+574,0
+575,0
+576,1
+577,1
+578,0
+579,0
+580,1
+581,1
+582,1
+583,1
+584,1
+585,0
+586,0
+587,0
+588,0
+589,0
+590,0
+591,0
+592,0
+593,0
+594,0
+595,0
+596,1
+597,1
+598,1
+599,1
+600,1
+601,1
+602,1
+603,1
+604,1
+605,1
+606,1
+607,1
+608,1
+609,1
+610,1
+611,1
+612,1
+613,1
+614,1
+615,1
+616,1
+617,0
+618,1
+619,1
+620,1
+621,0
+622,0
+623,0
+624,0
+625,0
+626,0
+627,0
+628,0
+629,0
+630,0
+631,0
+632,0
+633,0
+634,0
+635,0
+636,0
+637,0
+638,0
+639,0
+640,0
+641,0
+642,0
+643,0
+644,0
+645,0
+646,0
+647,0
+648,0
+649,0
+650,0
+651,0
+652,0
+653,0
+654,0
+655,0
+656,0
+657,0
+658,0
+659,1
+660,1
+661,0
+662,0
+663,0
+664,0
+665,0
+666,0
+667,0
+668,0
+669,0
+670,0
+671,0
+672,0
+673,0
+674,0
+675,0
+676,0
+677,0
+678,1
+679,1
+680,0
+681,0
+682,1
+683,0
+684,0
+685,0
+686,0
+687,0
+688,0
+689,0
+690,0
+691,1
+692,0
+693,0
+694,0
+695,0
+696,0
+697,0
+698,0
+699,0
+700,0
+701,0
+702,0
+703,0
+704,0
+705,0
+706,0
+707,0
+708,0
+709,1
+710,0
+711,1
+712,0
+713,0
+714,0
+715,0
+716,0
+717,0
+718,0
+719,0
+720,0
+721,0
+722,0
+723,1
+724,0
+725,0
+726,0
+727,0
+728,0
+729,1
+730,1
+731,0
+732,0
+733,1
+734,1
+735,0
+736,1
+737,1
+738,1
+739,1
+740,0
+741,1
+742,1
+743,1
+744,1
+745,1
+746,1
+747,0
+748,1
+749,1
+750,0
+751,0
+752,1
+753,1
+754,1
+755,1
+756,1
+757,0
+758,1
+759,1
+760,1
+761,0
+762,0
+763,1
+764,1
+765,0
+766,0
+767,0
+768,0
+769,0
+770,0
+771,0
+772,0
+773,0
+774,0
+775,0
+776,0
+777,0
+778,0
+779,1
+780,1
+781,1
+782,1
+783,0
+784,1
+0,1
+1,1
+2,1
+3,1
+4,1
+5,0
+6,0
+7,0
+8,0
+9,0
+10,0
+11,0
+12,1
+13,0
+14,0
+15,0
+16,0
+17,0
+18,0
+19,0
+20,0
+21,0
+22,0
+23,0
+24,0
+25,0
+26,1
+27,0
+28,1
+29,0
+30,0
+31,0
+32,0
+33,1
+34,0
+35,0
+36,0
+37,0
+38,0
+39,1
+40,0
+41,1
+42,1
+43,1
+44,0
+45,0
+46,0
+47,0
+48,1
+49,1
+50,1
+51,0
+52,0
+53,0
+54,1
+55,0
+56,0
+57,0
+58,0
+59,1
+60,1
+61,0
+62,0
+63,1
+64,0
+65,1
+66,0
+67,1
+68,0
+69,1
+70,1
+71,0
+72,1
+73,1
+74,1
+75,0
+76,1
+77,1
+78,0
+79,0
+80,1
+81,1
+82,1
+83,0
+84,1
+85,1
+86,1
+87,1
+88,1
+89,1
+90,1
+91,1
+92,1
+93,1
+94,1
+95,1
+96,1
+97,1
+98,1
+99,1
+100,1
+101,1
+102,1
+103,1
+104,1
+105,1
+106,1
+107,1
+108,1
+109,1
+110,1
+111,1
+112,1
+113,1
+114,1
+115,1
+116,1
+117,1
+118,1
+119,0
+120,0
+121,0
+122,0
+123,0
+124,0
+125,0
+126,1
+127,0
+128,0
+129,0
+130,1
+131,0
+132,1
+133,1
+134,1
+135,1
+136,1
+137,1
+138,1
+139,1
+140,0
+141,0
+142,0
+143,0
+144,1
+145,0
+146,0
+0,1
+1,1
+2,1
+3,1
+4,1
+5,1
+6,0
+7,1
+8,1
+9,1
+10,1
+11,1
+12,1
+13,1
+14,1
+15,1
+16,1
+17,0
+18,0
+19,0
+20,0
+21,0
+22,1
+23,0
+24,0
+25,0
+26,0
+27,0
+28,0
+29,0
+30,1
+31,0
+32,0
+33,0
+34,0
+35,0
+36,0
+37,0
+38,0
+39,0
+40,0
+41,0
+42,0
+43,0
+44,0
+45,1
+46,1
+47,0
+48,0
+49,0
+50,0
+51,0
+52,0
+53,0
+54,0
+55,0
+56,0
+57,0
+58,0
+59,0
+60,0
+61,0
+62,0
+63,0
+64,0
+65,0
+66,0
+67,0
+68,0
+69,0
+70,0
+71,0
+72,0
+73,0
+74,0
+75,0
+76,0
+77,0
+78,1
+79,1
+80,0
+81,0
+82,0
+83,0
+84,0
+85,0
+86,0
+87,0
+88,0
+89,0
+90,0
+91,0
+92,0
+93,0
+94,1
+95,1
+96,0
+97,1
+98,0
+99,0
+100,1
+101,0
+102,0
+103,0
+104,0
+105,0
+106,0
+107,1
+108,0
+109,0
+110,0
+111,1
+112,0
+113,1
+114,1
+115,1
+116,0
+117,0
+118,0
+119,0
+120,0
+121,0
+122,1
+123,0
+124,0
+125,0
+126,0
+127,0
+128,0
+129,0
+130,0
+131,0
+132,0
+133,0
+134,0
+135,0
+136,1
+137,0
+138,0
+139,0
+140,0
+141,0
+142,0
+143,0
+144,0
+145,0
+146,0
+147,0
+148,0
+149,0
+150,0
+151,0
+152,1
+153,0
+154,0
+155,0
+156,0
+157,0
+158,0
+159,0
+160,0
+161,0
+162,0
+163,0
+164,1
+165,1
+166,0
+167,0
+168,1
+169,1
+170,0
+171,0
+172,0
+173,0
+174,1
+175,0
+176,0
+177,0
+178,0
+179,0
+180,0
+181,0
+182,0
+183,0
+184,0
+185,0
+186,0
+187,0
+188,0
+189,0
+190,0
+191,0
+192,0
+193,0
+194,0
+195,0
+196,0
+197,0
+198,0
+199,0
+200,0
+201,0
+202,0
+203,0
+204,0
+205,0
+206,0
+207,0
+208,0
+209,0
+210,0
+211,0
+212,0
+213,0
+214,0
+215,0
+216,1
+217,0
+218,0
+219,0
+220,0
+221,0
+222,0
+223,0
+224,0
+225,0
+226,0
+227,0
+228,0
+229,0
+230,0
+231,0
+232,0
+233,0
+234,0
+235,0
+236,0
+237,0
+238,0
+239,0
+240,0
+241,0
+242,0
+243,1
+244,0
+245,0
+246,0
+247,0
+248,0
+249,0
+250,0
+251,0
+252,0
+253,1
+254,0
+255,0
+256,0
+257,0
+258,0
+259,0
+260,0
+261,0
+262,0
+263,0
+264,1
+265,1
+266,0
+267,0
+268,0
+269,0
+270,1
+271,0
+272,0
+273,1
+274,0
+275,1
+276,0
+277,1
+278,1
+279,1
+280,1
+281,1
+282,0
+283,1
+284,1
+285,0
+286,0
+287,1
+288,0
+289,0
+290,1
+291,1
+292,1
+293,1
+294,1
+295,1
+296,0
+297,1
+298,1
+299,1
+300,1
+301,1
+302,1
+303,0
+304,1
+305,1
+306,1
+307,0
+308,0
+309,1
+310,0
+311,0
+312,0
+313,1
+314,1
+315,1
+316,1
+317,0
+318,0
+319,1
+320,1
+321,1
+322,1
+323,0
+324,1
+325,1
+326,1
+327,1
+328,1
+329,1
+330,0
+331,1
+332,1
+333,1
+334,1
+335,1
+336,1
+337,0
+338,1
+339,0
+340,0
+341,0
+342,0
+343,1
+344,0
+345,0
+346,0
+347,0
+348,1
+349,1
+350,0
+351,0
+352,0
+353,1
+354,1
+355,1
+356,1
+357,1
+358,1
+359,1
+360,0
+361,0
+362,1
+363,1
+364,1
+365,1
+366,0
+367,0
+368,0
+369,0
+370,0
+371,0
+372,0
+373,1
+374,0
+375,0
+376,0
+377,0
+378,0
+379,0
+380,0
+381,0
+382,0
+383,0
+384,0
+385,0
+386,0
+387,0
+388,0
+389,0
+390,0
+391,1
+392,1
+393,0
+394,0
+395,0
+396,1
+397,0
+398,0
+399,0
+400,1
+401,0
+402,0
+403,0
+404,0
+405,0
+406,0
+407,1
+408,1
+409,0
+410,0
+411,0
+412,1
+413,1
+414,1
+415,0
+416,0
+417,0
+418,0
+419,0
+420,1
+421,0
+422,0
+423,1
+424,0
+425,0
+426,0
+427,0
+428,0
+429,0
+430,0
+431,1
+432,0
+433,0
+434,0
+435,0
+436,0
+437,0
+438,0
+439,0
+440,0
+441,0
+442,0
+443,0
+444,0
+445,0
+446,0
+447,0
+448,0
+449,0
+450,0
+451,0
+452,0
+453,0
+454,0
+455,0
+456,0
+457,0
+458,0
+459,0
+460,0
+461,0
+462,0
+463,0
+464,0
+465,0
+466,0
+467,0
+468,0
+469,0
+470,0
+471,0
+472,0
+473,0
+474,0
+475,1
+476,1
+477,0
+478,1
+479,0
+480,1
+481,1
+482,1
+483,1
+484,1
+485,1
+486,1
+487,1
+488,1
+489,0
+490,0
+491,0
+492,0
+493,0
+494,0
+495,0
+496,0
+497,0
+498,1
+499,1
+500,0
+501,0
+502,0
+503,0
+504,0
+505,0
+506,0
+507,0
+508,0
+509,0
+510,0
+511,0
+512,0
+513,0
+514,0
+515,0
+516,0
+517,0
+518,0
+519,0
+520,0
+521,0
+522,0
+523,0
+524,0
+525,0
+526,0
+527,0
+528,0
+529,0
+530,1
+531,0
+532,0
+533,1
+534,0
+535,0
+536,0
+537,0
+538,0
+539,0
+540,0
+541,0
+542,0
+543,0
+544,0
+545,0
+546,0
+547,0
+548,0
+549,1
+550,0
+551,0
+552,0
+553,0

model_accuracies.csv

@@ -0,0 +1,13 @@
+,classifier name,imputation_strategy,scaling_strategy,accuracy,precision,recall,model_id,best_params
+3,RandomForestClassifier,most_frequent,StandardScaler(),0.8931,0.8843,0.8931,3,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 3), ('n_estimators', 150)])"
+4,RandomForestClassifier,most_frequent,MinMaxScaler(),0.8875,0.8834,0.8875,4,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 3), ('min_samples_split', 2), ('n_estimators', 100)])"
+5,RandomForestClassifier,most_frequent,RobustScaler(),0.8865,0.8786,0.8865,5,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 3), ('n_estimators', 100)])"
+7,RandomForestClassifier,knn,MinMaxScaler(),0.8848,0.8777,0.8848,7,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 4), ('n_estimators', 150)])"
+0,RandomForestClassifier,median,StandardScaler(),0.8832,0.8716,0.8832,0,"OrderedDict([('class_weight', 'balanced'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 2), ('n_estimators', 150)])"
+2,RandomForestClassifier,median,RobustScaler(),0.8830,0.8767,0.8830,2,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 3), ('min_samples_split', 2), ('n_estimators', 150)])"
+1,RandomForestClassifier,median,MinMaxScaler(),0.8826,0.8786,0.8826,1,"OrderedDict([('class_weight', 'balanced'), ('criterion', 'entropy'), ('min_samples_leaf', 4), ('min_samples_split', 3), ('n_estimators', 100)])"
+8,RandomForestClassifier,knn,RobustScaler(),0.8824,0.8753,0.8824,8,"OrderedDict([('class_weight', 'balanced'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 4), ('n_estimators', 150)])"
+6,RandomForestClassifier,knn,StandardScaler(),0.8819,0.8827,0.8819,6,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 3), ('min_samples_split', 2), ('n_estimators', 100)])"
+11,RandomForestClassifier,iterative,RobustScaler(),0.8794,0.8665,0.8794,11,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 2), ('n_estimators', 150)])"
+10,RandomForestClassifier,iterative,MinMaxScaler(),0.8793,0.8715,0.8793,10,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 4), ('n_estimators', 100)])"
+9,RandomForestClassifier,iterative,StandardScaler(),0.8775,0.8705,0.8775,9,"OrderedDict([('class_weight', 'balanced'), ('criterion', 'gini'), ('min_samples_leaf', 4), ('min_samples_split', 2), ('n_estimators', 131)])"

model_info.json

@@ -0,0 +1,11 @@
+{
+    "metric_params": {},
+    "requirements": {
+        "spikeinterface": "0.102.0",
+        "scikit-learn": "1.4.2"
+    },
+    "label_conversion": {
+        "0": 0,
+        "1": 1
+    }
+}