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
-121.37	38.68	29	3,757	646	2,022	611	3.5429	false	true	false	false	false	11.387362
-120.04	36.96	23	2,126	506	2,091	491	1.3713	false	true	false	false	false	10.855145
-118.45	34.26	35	1,724	311	992	315	4.8359	true	false	false	false	false	12.183827
-121.24	38.66	14	3,335	440	1,329	429	6.2082	false	true	false	false	false	12.430415
-117.71	33.49	5	1,680	null	null	null	8.583	true	false	false	false	false	12.893453
-121.22	37.82	13	4,452	949	2,740	937	3.1964	false	true	false	false	false	11.860055
-122	37.36	25	3,534	949	1,880	849	3.4238	true	false	false	false	false	12.727838
-121.32	37.96	5	null	null	null	null	2.7656	false	true	false	false	false	10.819778
-122.26	37.54	16	2,118	333	null	318	7.2477	false	false	false	true	false	12.837344
-117.79	34.45	18	2,986	597	1,355	472	3.2765	false	true	false	false	false	12.013701
-118.14	33.79	44	2,388	619	1,461	592	3.1711	false	false	false	false	true	12.280252
-122.1	37.97	18	4,326	655	1,753	646	5.6931	false	false	false	true	false	12.504695
-122.5	37.74	40	2,310	445	1,266	490	3.7969	false	false	false	false	true	12.604177
-117.17	34.25	15	4,236	753	null	null	3.5625	false	true	false	false	false	12.016726
-117.19	34.03	25	2,513	340	900	320	6.4962	false	true	false	false	false	12.113957
-121.18	38.73	16	1,584	null	null	null	6.0302	false	true	false	false	false	12.517593
-117.99	33.92	27	5,805	1,152	3,106	1,144	4.061	true	false	false	false	false	12.313581
-117.99	33.69	12	2,480	858	1,441	788	1.6705	true	false	false	false	false	12.765688
-117.65	34.1	19	1,688	365	null	322	3.6	false	true	false	false	false	11.823347
-119.21	34.19	15	3,797	692	2,216	675	4.7443	false	false	false	false	true	12.343658
-122.35	37.96	34	null	335	1,272	319	2.5461	false	false	false	true	false	11.449986
-122.08	37.08	35	1,541	297	791	null	4.425	false	false	false	false	true	12.229789
-121.94	37.73	22	1,980	null	861	290	6.2726	true	false	false	false	false	12.46149
-119.71	34.4	36	1,846	358	null	329	4.2283	false	false	false	false	true	12.697104
-122.3	38.3	44	3,690	809	1,922	736	2.6346	false	false	false	true	false	11.847968
-121.79	37.69	25	6,296	1,082	3,200	1,047	4.5357	false	true	false	false	false	12.146323
-122.41	37.8	52	2,618	611	1,328	559	4.1607	false	false	false	true	false	12.765688
-122.02	37.92	26	5,077	640	1,872	636	7.4713	false	false	false	true	false	12.769111
-122.07	37.92	26	3,872	739	1,629	684	4.4312	false	false	false	true	false	12.323856
-122.18	37.81	37	1,643	null	null	null	5.4446	false	false	false	true	false	12.726948
-117.25	32.81	32	2,402	551	1,020	532	3.3942	false	false	false	false	true	12.635905
-118.18	33.77	39	1,645	547	1,339	499	1.5536	false	false	false	false	true	11.95118
-121.56	39.11	18	2,171	480	1,527	447	2.3011	false	true	false	false	false	10.95954
-117.23	33.79	17	3,318	759	2,016	673	2.2969	false	true	false	false	false	11.399757
-116.86	33.05	17	9,044	1,689	5,030	1,596	3.6348	true	false	false	false	false	12.010666
-122.2	38.04	31	3,029	500	1,236	487	5.6022	false	false	false	true	false	12.190959
-117.7	33.56	2	2,112	305	null	null	6.9343	true	false	false	false	false	12.606525
-118.34	34.08	52	null	null	null	null	10.586	true	false	false	false	false	13.122365
-122.36	40.56	20	3,592	868	1,865	781	2.0258	false	true	false	false	false	11.079061
-118.18	33.9	25	1,709	442	1,177	410	2.4333	true	false	false	false	false	11.95118
-119.61	36.59	10	2,842	620	1,443	576	2.2727	false	true	false	false	false	11.437124
-119.7	34.47	32	3,725	569	1,304	527	7.7261	true	false	false	false	false	13.122365
-118.26	34.02	40	null	362	1,499	327	1.8382	true	false	false	false	false	11.747207
-117.22	33.21	19	4,400	828	1,901	735	3.6375	true	false	false	false	false	12.200055
-114.68	33.49	20	1,491	360	1,135	303	1.6395	false	true	false	false	false	10.700995
-118.29	34.09	52	null	322	984	353	1.9063	true	false	false	false	false	12.474572
-117.28	33.1	13	2,644	422	1,197	399	6.5338	false	false	false	false	true	12.498369
-121.33	38.04	15	1,933	null	965	null	4.6477	false	true	false	false	false	11.8685
-121.62	38.96	36	1,826	329	1,068	318	1.9797	false	true	false	false	false	11.685197
-119.55	36.71	32	1,963	508	2,052	518	1.9076	false	true	false	false	false	10.929529
-119.53	36.78	20	2,822	479	1,372	455	4.5625	false	true	false	false	false	11.827006
-122.04	37.26	24	4,973	709	1,692	696	7.8627	true	false	false	false	false	13.122365
-121.34	38.63	13	3,033	540	1,363	519	4.0036	false	true	false	false	false	11.993498
-117.31	33.94	7	11,232	1,791	4,218	1,644	5.2713	false	true	false	false	false	12.285346
-118.7	34.3	27	1,527	null	null	null	6.1825	true	false	false	false	false	12.332705
-117.01	32.76	22	3,626	824	1,800	769	2.8594	true	false	false	false	false	12.152672
-121.43	38.61	33	2,289	576	1,100	503	2.1694	false	true	false	false	false	11.468974
-122.69	38.51	18	3,364	501	1,442	506	6.6854	true	false	false	false	false	12.653958
-117.24	32.78	44	2,172	431	892	420	4.1742	false	false	false	false	true	12.743151
-120.94	37.74	35	null	null	null	null	2.3469	false	true	false	false	false	11.409785
-117.14	33.23	11	4,068	829	918	500	3.1272	true	false	false	false	false	12.547177
-121.62	41.78	40	3,272	663	1,467	553	1.7885	false	true	false	false	false	10.680516
-121.02	37.58	36	null	null	null	null	1.7169	false	true	false	false	false	11.706846
-121.85	39.75	39	null	null	null	null	1.8095	false	true	false	false	false	11.265745
-117.12	32.58	26	null	309	869	328	3.0217	false	false	false	false	true	11.787522
-121.92	37.28	27	3,028	486	1,284	498	4.5833	true	false	false	false	false	12.640449
-122.31	37.92	30	null	null	null	null	2.8456	false	false	false	true	false	12.118879
-121.87	37.42	25	4,430	729	2,685	721	5.6965	true	false	false	false	false	12.472659
-122.52	37.97	33	null	null	null	null	2.75	false	false	false	true	false	12.351471
-118.14	34.17	52	2,687	600	1,716	544	2.7201	true	false	false	false	false	12.234174
-118.29	33.72	21	1,568	452	801	422	3.5109	false	false	false	false	true	12.323856
-118.29	34	44	1,753	387	1,165	380	2.1354	true	false	false	false	false	11.569306
-117.86	33.76	34	3,153	561	1,679	532	4.7083	true	false	false	false	false	12.232228
-117.29	34.14	39	1,989	401	805	341	2.425	false	true	false	false	false	11.407565
-117.08	32.74	35	null	null	null	null	2.3812	false	false	false	false	true	11.813771
-122.13	39.74	20	null	null	null	null	2.2569	false	true	false	false	false	11.454236
-122.2	37.48	32	null	null	991	null	1.9844	false	false	false	true	false	12.506177
-117.07	32.58	25	1,607	null	899	null	3.8194	false	false	false	false	true	11.808576
-117.84	34.63	5	6,739	1,251	4,614	1,266	4.002	false	true	false	false	false	11.653557
-121.27	38.11	11	3,163	794	2,106	762	2.4482	false	true	false	false	false	11.542484
-121.86	37.37	15	8,162	2,124	8,793	2,086	3.3306	true	false	false	false	false	12.25629
-117.21	32.87	12	null	303	null	null	4.1429	false	false	false	false	true	12.446663
-117.95	34.08	34	2,278	476	1,728	448	3.125	true	false	false	false	false	11.945357
-122.48	37.75	52	2,515	494	1,583	477	4.3393	false	false	false	true	false	12.668548
-122.17	37.73	43	1,473	371	1,231	341	2.1587	false	false	false	true	false	11.3679
-118.34	33.91	17	3,724	1,023	2,536	971	3.2649	true	false	false	false	false	12.216518
-119.19	34.28	28	3,231	524	1,665	540	4.8583	false	false	false	false	true	12.320294
-118.29	34.04	31	null	299	1,272	298	2.1542	true	false	false	false	false	11.760566
-118.1	33.86	21	3,052	624	1,588	568	4.3397	true	false	false	false	false	12.499115
-118.21	34.1	36	2,000	533	1,234	535	3.7437	true	false	false	false	false	12.395453
-122.41	37.75	52	1,678	386	1,220	357	2.5809	false	false	false	true	false	12.450195
-118.43	34.24	37	null	null	987	null	4.0057	true	false	false	false	false	12.059311
-122.15	37.68	35	2,632	447	1,349	486	4.3864	false	false	false	true	false	12.23174
-117.79	34.07	34	null	null	870	null	3.7933	false	true	false	false	false	11.662207
-118.35	34.27	32	null	null	null	null	6.2037	true	false	false	false	false	12.232715
-121.84	37.29	4	2,937	648	1,780	665	4.3851	true	false	false	false	false	11.985426
-122.29	37.85	52	null	null	null	null	2.5682	false	false	false	true	false	11.695247
-122.24	37.86	52	1,668	null	null	null	7.8521	false	false	false	true	false	13.122365
-116.85	34.26	19	5,395	1,220	981	366	2.6094	false	true	false	false	false	11.433882
-119.86	36.82	12	1,488	null	null	null	4.7622	false	true	false	false	false	11.399757

Subsets and Splits