Datasets:

pppereira3
/

HW4_REGRESSION_mnar

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Split (2)

train · 14.3k rows

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longitude float64 -124.3 -114.49	latitude float64 32.5 42	housing_median_age float64 1 52	total_rooms float64 1.45k 39.3k ⌀	total_bedrooms float64 296 6.21k ⌀	population float64 786 35.7k ⌀	households float64 280 5.36k ⌀	median_income float64 0.5 15	ocean_proximity_<1H OCEAN bool 2 classes	ocean_proximity_INLAND bool 2 classes	ocean_proximity_ISLAND bool 2 classes	ocean_proximity_NEAR BAY bool 2 classes	ocean_proximity_NEAR OCEAN bool 2 classes	target float64 9.62 13.1
-118.09	34.17	36	2,875	552	1,131	458	4.3083	false	true	false	false	false	12.503581
-122.39	37.76	52	1,877	427	null	398	3.9722	false	false	false	true	false	12.580735
-120.45	34.97	25	1,920	380	1,434	388	3.0368	true	false	false	false	false	11.769891
-119.3	36.34	27	1,515	358	1,178	309	1.4432	false	true	false	false	false	10.781037
-122.34	37.53	27	3,339	481	1,354	458	7.3081	false	false	false	false	true	13.048932
-118.92	34.41	22	2,702	655	2,664	571	3.0893	true	false	false	false	false	12.063356
-121.77	37.24	12	10,236	1,878	5,674	1,816	4.747	true	false	false	false	false	12.472659
-120.61	35.12	12	3,430	793	1,840	720	2.9821	true	false	false	false	false	11.995352
-117.24	33.36	11	2,786	480	1,250	450	4.5	true	false	false	false	false	12.313132
-118.91	35.27	29	null	317	1,344	306	2.0921	false	true	false	false	false	11.025165
-118.41	34.02	19	4,702	1,472	2,636	1,334	3.3955	true	false	false	false	false	12.323856
-117.63	33.62	9	4,257	785	1,293	745	3.7139	true	false	false	false	false	12.189435
-121.09	39.22	25	2,200	439	1,045	419	2.6042	false	true	false	false	false	11.667362
-118.97	35.4	34	1,859	323	854	309	3.1906	false	true	false	false	false	11.241117
-121.29	38.02	12	2,006	426	1,849	396	2.5437	false	true	false	false	false	11.502875
-118.08	33.82	30	2,636	652	3,412	649	2.8095	true	false	false	false	false	11.680979
-117.64	33.99	29	null	null	null	null	2.4375	false	true	false	false	false	12.107908
-118.19	33.78	29	null	392	1,083	316	1.8438	false	false	false	false	true	11.998433
-117.13	32.71	35	null	null	null	null	1.6953	false	false	false	false	true	11.305901
-122.83	38.58	17	5,199	1,023	2,036	890	3.2452	true	false	false	false	false	12.03647
-121.52	39.43	15	2,119	389	1,079	374	2.3566	false	true	false	false	false	11.294769
-122.26	37.8	36	5,329	2,477	3,469	2,323	2.0096	false	false	false	true	false	11.77529
-119.03	35.36	41	1,944	363	977	388	3.9097	false	true	false	false	false	11.305901
-122.04	38.25	52	null	null	null	null	2.4	false	true	false	false	false	11.736069
-117.26	34.13	37	2,403	550	1,234	493	2	false	true	false	false	false	11.185809
-121.58	39.76	18	1,676	332	null	318	1.7875	false	true	false	false	false	11.550221
-117.26	34.11	33	null	null	850	null	1.2171	false	true	false	false	false	10.990365
-118.15	34.13	30	2,763	520	1,143	465	4.7298	true	false	false	false	false	13.122365
-118.93	35.44	13	null	null	null	null	6.1563	false	true	false	false	false	12.226855
-121.9	37.44	9	null	null	null	null	8.6675	true	false	false	false	false	12.9968
-120.1	36.21	12	1,462	356	1,708	367	1.5086	false	true	false	false	false	11.077516
-122.21	38.11	31	2,766	604	1,441	552	3.1768	false	false	false	true	false	11.782953
-122.44	38.03	13	4,284	1,042	2,146	937	4.1289	false	false	false	true	false	12.096258
-120.92	37.7	24	null	null	null	null	1.6172	false	true	false	false	false	11.959533
-122.44	37.77	52	3,475	807	1,518	777	3.6186	false	false	false	true	false	13.122365
-117.66	34.11	19	3,445	661	1,635	580	5.0681	false	true	false	false	false	12.348006
-118.12	34.68	12	5,319	875	2,439	779	4.6629	false	true	false	false	false	11.786762
-117.94	34.08	34	1,970	476	1,269	406	4.064	true	false	false	false	false	12.212055
-122.45	37.78	43	1,452	397	897	393	4.1319	false	false	false	true	false	12.684478
-121.85	36.6	21	2,381	701	1,264	659	2.5372	true	false	false	false	false	12.29225
-117.9	34.12	33	1,788	456	1,787	361	2.6629	true	false	false	false	false	11.728843
-117.97	33.74	16	1,735	380	null	360	4.2566	true	false	false	false	false	11.843667
-117.25	32.72	33	1,677	null	null	null	6.597	false	false	false	false	true	13.115137
-118.15	33.93	42	1,839	346	1,034	339	4.9808	true	false	false	false	false	12.265756
-119.73	36.52	20	1,741	331	1,466	289	2.5921	false	true	false	false	false	11.453175
-122.33	39.1	10	null	null	null	null	2.25	false	true	false	false	false	11.225243
-120.24	39.67	40	null	null	null	null	2.3625	false	true	false	false	false	11.042922
-121.81	37.97	8	1,584	null	null	null	6.4753	false	true	false	false	false	12.024551
-117.56	33.83	28	null	null	null	null	5.4788	false	true	false	false	false	12.73464
-117.03	32.73	32	1,750	333	997	335	3.4784	false	false	false	false	true	11.947302
-117.04	32.75	36	2,297	418	1,070	392	3.5192	false	false	false	false	true	11.877569
-123.8	39.46	35	1,718	345	null	299	2.9243	true	false	false	false	false	11.787522
-122.43	37.78	26	3,587	1,034	1,821	936	2.6392	false	false	false	true	false	12.568978
-122.29	38.29	52	3,217	742	1,670	671	2.4398	false	false	false	true	false	12.002119
-117.1	32.68	47	null	null	1,003	null	1.7802	false	false	false	false	true	11.49068
-118.02	33.83	26	3,616	892	2,257	821	3.1497	true	false	false	false	false	12.290414
-122.08	37.88	24	2,059	462	null	294	2.3971	false	false	false	true	false	11.506907
-121.72	38.8	36	null	null	null	null	1.9559	false	true	false	false	false	11.269579
-117.89	33.6	40	1,639	352	null	null	5.6336	true	false	false	false	false	13.122365
-118.25	33.84	19	1,731	420	1,032	364	3.8125	true	false	false	false	false	12.245774
-117.22	33.17	6	1,487	362	810	322	3.625	true	false	false	false	false	11.818202
-117.99	33.71	18	1,994	578	3,031	577	2.7614	true	false	false	false	false	12.377923
-118.3	33.73	47	2,852	603	1,130	560	4.194	false	false	false	false	true	12.590995
-122.38	37.6	33	2,577	590	1,867	566	3.3632	false	false	false	false	true	12.487862
-121.61	36.68	37	3,149	833	3,456	788	2.8542	true	false	false	false	false	11.756656
-118.28	33.95	41	null	null	null	null	1.4103	true	false	false	false	false	11.364425
-118.1	33.83	36	2,000	343	956	352	5.3735	true	false	false	false	false	12.364784
-120.44	34.96	29	2,374	562	1,617	463	2.6531	true	false	false	false	false	11.59266
-118.27	33.82	39	null	null	null	null	4.25	true	false	false	false	false	12.207572
-118.35	34.06	48	null	null	null	309	3.7167	true	false	false	false	false	12.860999
-117.21	32.89	14	3,114	773	1,592	776	3.3176	false	false	false	false	true	11.958252
-115.56	32.78	46	2,511	490	1,583	469	3.0603	false	true	false	false	false	11.167614
-118.59	34.23	17	6,592	1,525	4,459	1,463	3.0347	true	false	false	false	false	12.447056
-122.28	37.88	52	null	null	null	null	3.2344	false	false	false	true	false	12.411052
-118.08	33.81	20	6,295	937	2,292	874	7.6084	true	false	false	false	false	12.90545
-122.5	37.77	52	2,433	454	1,070	420	4.125	false	false	false	true	false	12.792469
-122.07	37.95	39	2,199	388	1,025	385	4.5893	false	false	false	true	false	12.154779
-118.48	34.01	31	2,851	804	1,410	782	4.0893	true	false	false	false	false	12.851866
-120.16	39.04	18	2,040	402	null	null	4.0313	false	true	false	false	false	11.744037
-117.07	32.62	19	5,016	1,173	2,750	1,081	2.7838	false	false	false	false	true	11.95697
-120.84	35.35	27	2,863	711	930	533	2.6205	false	false	false	false	true	12.30637
-117.04	32.62	26	3,620	607	2,000	593	4.9962	false	false	false	false	true	11.957611
-117.68	34.15	4	4,082	578	1,996	580	6.7813	false	true	false	false	false	12.564795
-122.29	37.88	52	1,650	395	841	380	3.556	false	false	false	true	false	12.096816
-122.17	38.06	16	3,515	626	1,764	626	4.4397	false	false	false	true	false	12.139399
-118.02	33.92	34	1,478	null	956	null	5.5238	true	false	false	false	false	12.129731
-122.27	37.88	37	2,619	682	1,152	616	2.52	false	false	false	true	false	12.534657
-121.65	39.13	11	4,833	944	2,336	841	2.6842	false	true	false	false	false	11.397515
-118.4	34.26	13	4,379	872	2,560	853	4.2538	true	false	false	false	false	11.946654
-122.03	37.83	24	5,948	738	1,997	710	9.8708	false	false	false	true	false	13.122365
-118.6	34.13	20	14,291	1,934	5,452	1,875	9.1232	true	false	false	false	false	13.064734
-122.9	38.28	52	null	null	null	null	2.3482	false	false	false	false	true	12.004568
-118.01	33.89	33	2,046	327	1,018	320	4.2292	true	false	false	false	false	12.268108
-121.65	36.67	52	2,351	459	1,169	439	2.8924	true	false	false	false	false	12.041198
-118.22	34.21	29	2,174	418	1,030	395	3.5707	true	false	false	false	false	12.741688
-118.34	34.07	52	2,066	319	981	297	5.8632	true	false	false	false	false	13.017003
-116.22	36	14	null	386	null	null	1.1471	false	true	false	false	false	10.401228
-117.8	33.67	5	2,638	521	1,179	480	5.7759	true	false	false	false	false	12.388394
-118.17	33.79	28	null	408	1,816	348	1.7589	false	false	false	false	true	11.680979
-122.44	37.79	52	3,785	808	1,371	799	6.4209	false	false	false	true	false	13.122365

Subsets and Splits