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
-119.27	36.39	17	2,076	350	998	340	4.3281	false	true	false	false	false	11.889305
-117.7	33.6	16	2,092	489	877	392	3.0461	true	false	false	false	false	12.287192
-118.13	34.09	42	2,562	781	1,936	687	2.2214	true	false	false	false	false	12.296827
-122.22	37.82	39	2,492	310	808	315	11.8603	false	false	false	true	false	13.122365
-116.89	33.93	29	4,549	916	2,494	912	2.0976	false	true	false	false	false	11.19272
-122.26	38.03	41	1,631	null	null	288	3.9345	false	false	false	true	false	11.919723
-119.12	36.29	29	1,638	323	942	322	2.1731	false	true	false	false	false	11.100436
-118.27	33.81	38	1,607	337	1,130	334	4.4821	true	false	false	false	false	12.158457
-116.17	33.67	18	3,585	800	3,873	788	2.5714	false	true	false	false	false	11.095894
-118.33	34.15	44	null	303	null	301	4.2679	true	false	false	false	false	12.712288
-121.6	39.77	23	2,263	497	1,138	455	2.3403	false	true	false	false	false	11.377106
-117.63	33.65	10	3,580	491	1,688	467	7.7814	true	false	false	false	false	12.573143
-118.14	33.71	36	2,484	525	792	446	5.1815	false	false	false	false	true	13.122365
-119.48	35.17	36	null	null	null	null	3.125	false	true	false	false	false	10.532096
-122.81	38.54	12	2,289	611	919	540	1.1553	true	false	false	false	false	11.844385
-118.25	34.07	16	null	null	801	null	2.3942	true	false	false	false	false	11.800358
-117.95	34.11	29	1,986	448	2,013	432	3.1034	false	true	false	false	false	11.855096
-117.97	34.07	22	null	364	1,325	335	2.7802	true	false	false	false	false	11.998433
-118.43	33.97	16	null	null	null	null	7.7197	true	false	false	false	false	13.122365
-118.43	34.32	34	2,657	515	1,948	532	4.233	true	false	false	false	false	11.966546
-117.78	33.54	29	null	462	null	339	2.2969	true	false	false	false	false	13.017003
-118.41	33.94	45	2,038	394	1,086	387	4.7375	true	false	false	false	false	12.576256
-116.37	33.72	17	8,626	1,859	3,497	1,337	3.312	false	true	false	false	false	11.706022
-123	38.33	8	3,223	637	851	418	5.6445	false	false	false	false	true	12.807105
-120.77	37.64	8	3,294	667	2,277	652	2.6417	false	true	false	false	false	11.480402
-121.07	40.85	17	null	null	null	null	3.6641	false	true	false	false	false	11.299732
-117.13	33.14	5	2,618	539	1,320	512	4.1053	true	false	false	false	false	12.051755
-122.47	37.75	51	2,413	431	1,095	437	4.0089	false	false	false	true	false	12.785491
-121.13	38.66	2	12,360	1,747	4,438	1,470	6.2503	false	true	false	false	false	12.312682
-121.62	36.67	31	2,697	690	2,220	665	2.5329	true	false	false	false	false	11.81451
-118.44	34.01	41	null	null	null	null	5.1708	true	false	false	false	false	12.945149
-122.23	37.45	29	1,617	null	null	null	7.7932	false	false	false	false	true	13.060275
-121.54	39.12	17	4,251	899	3,265	934	2.3496	false	true	false	false	false	11.082143
-122.21	37.79	45	2,115	533	1,530	474	2.4167	false	false	false	true	false	11.845103
-122.41	37.8	52	2,892	751	1,785	733	3.5746	false	false	false	true	false	12.765688
-115.59	32.85	20	1,608	null	862	null	4.875	false	true	false	false	false	11.416415
-119.65	36.34	47	1,869	357	832	315	3.0846	false	true	false	false	false	11.239804
-121.3	38.67	15	4,018	850	2,070	814	3.0733	false	true	false	false	false	11.693579
-121.75	36.91	42	null	468	2,312	484	2.5599	true	false	false	false	false	11.927681
-123.16	39.1	31	null	null	null	null	2.775	true	false	false	false	false	11.701892
-117.16	33.54	4	4,952	1,000	2,912	943	3.7538	true	false	false	false	false	11.901583
-119.04	35.95	25	null	null	994	null	1.8462	false	true	false	false	false	10.929529
-117.03	33	6	6,139	793	2,693	770	7.7569	true	false	false	false	false	12.867213
-118.17	34.09	36	3,066	797	3,097	780	2.5523	true	false	false	false	false	11.960811
-117.94	33.86	33	null	312	null	null	2.1432	true	false	false	false	false	12.193494
-115.55	32.98	33	2,266	365	952	360	5.4349	false	true	false	false	false	11.8706
-118.3	33.72	28	2,647	658	1,459	595	3.4474	false	false	false	false	true	12.442725
-119.01	35.37	35	null	null	null	null	1.9125	false	true	false	false	false	10.768485
-122.41	37.76	52	2,479	515	1,816	496	3.0774	false	false	false	true	false	12.611538
-117.24	32.98	4	6,423	1,042	2,607	983	7.6348	false	false	false	false	true	12.727838
-118.3	33.79	9	2,782	884	1,790	748	2.9154	true	false	false	false	false	12.222438
-119.17	34.17	42	null	300	1,295	339	2.6667	false	false	false	false	true	12.013095
-118.13	33.94	34	null	null	null	null	3.5481	true	false	false	false	false	12.487485
-116.21	33.71	19	3,114	787	3,157	772	1.7083	false	true	false	false	false	11.316911
-121.25	36.32	12	4,776	1,082	4,601	1,066	2.9184	true	false	false	false	false	11.517913
-118.7	34.28	27	3,536	646	1,837	580	4.4964	true	false	false	false	false	12.381286
-121.3	38.13	27	null	null	null	null	2.8942	false	true	false	false	false	11.667362
-118.27	33.79	31	1,535	369	1,291	340	2.9375	true	false	false	false	false	12.066811
-121.54	39.5	38	null	310	null	null	1.3289	false	true	false	false	false	10.581521
-117.66	34.12	16	3,853	541	1,726	497	6.1195	false	true	false	false	false	12.433607
-117.85	34.08	23	null	null	null	null	8.105	true	false	false	false	false	12.864111
-117.69	33.55	4	1,764	null	null	null	8.3275	true	false	false	false	false	12.858919
-119.79	34.45	24	2,746	433	1,076	380	5.8635	false	false	false	false	true	12.761967
-118.38	33.87	23	2,387	418	1,008	415	5.8518	true	false	false	false	false	12.730505
-118.14	33.78	42	1,898	488	940	483	3.4107	false	false	false	false	true	12.36008
-118.33	33.93	37	4,916	1,134	3,533	1,035	3.2862	true	false	false	false	false	11.933608
-117.94	33.77	33	2,964	747	2,235	718	3.2591	true	false	false	false	false	12.077671
-121.23	37.79	23	1,985	424	1,198	389	2.7734	false	true	false	false	false	11.668218
-122.03	37.54	6	2,918	672	1,911	639	4.1406	false	false	false	true	false	12.090662
-118.19	33.94	45	null	315	1,111	311	3.3846	true	false	false	false	false	12.032314
-118.45	34.16	22	4,982	1,358	2,237	1,220	3.7105	true	false	false	false	false	12.515761
-119.4	36.53	28	2,201	429	1,524	412	2.75	false	true	false	false	false	11.082143
-118.3	34.04	50	1,757	522	2,080	488	1.7225	true	false	false	false	false	12.100712
-122.41	37.66	44	null	null	null	null	3.2833	false	false	false	false	true	12.36008
-117.06	32.67	29	4,047	754	2,353	730	4.0505	false	false	false	false	true	11.736069
-118.15	34.05	33	3,287	649	1,783	653	3.8472	true	false	false	false	false	12.588951
-118.36	34.07	40	1,821	447	null	441	2.3375	true	false	false	false	false	12.780436
-117.65	34.06	41	null	334	1,479	334	2.25	false	true	false	false	false	11.413105
-117.22	32.75	26	null	null	null	null	3.8036	false	false	false	false	true	11.995352
-117.07	32.63	40	1,706	322	796	303	3.5583	false	false	false	false	true	11.950535
-118.34	34.11	51	null	348	null	333	4.3571	true	false	false	false	false	13.057932
-117.3	33.23	13	3,619	791	1,759	806	2.765	true	false	false	false	false	11.497812
-117.07	32.69	29	null	null	1,091	317	3.4609	false	false	false	false	true	11.67844
-121.81	38	37	2,724	579	1,400	540	2.905	false	true	false	false	false	11.485554
-121.8	38.55	11	5,121	899	2,258	901	4.7168	false	true	false	false	false	12.315824
-118.29	33.73	43	1,854	519	1,151	486	2.5759	false	false	false	false	true	12.323856
-121.76	37.68	52	2,157	418	929	419	3.7301	false	true	false	false	false	12.227834
-116.93	32.85	15	3,273	895	1,872	842	2.5388	true	false	false	false	false	11.686879
-119.81	36.73	50	null	null	null	null	2.2206	false	true	false	false	false	10.988677
-117.92	33.84	38	null	null	null	null	3.2969	true	false	false	false	false	12.301383
-118.16	33.88	18	2,287	662	1,804	537	1.9903	true	false	false	false	false	12.045317
-122.27	38.68	18	null	null	null	null	3.1563	false	true	false	false	false	11.496796
-122.3	37.54	39	4,292	1,097	1,758	987	2.9405	false	false	false	false	true	12.73817
-117.21	33.97	3	18,356	2,537	8,437	2,342	5.6409	false	true	false	false	false	12.194506
-121.71	39.41	22	1,814	342	941	323	2.1728	false	true	false	false	false	10.99205
-118.02	33.92	34	2,169	418	1,169	406	3.2222	true	false	false	false	false	12.295456
-122.46	37.71	52	1,580	337	1,425	330	4.0547	false	false	false	false	true	12.413899
-121.22	38	35	1,841	300	null	285	2.8167	false	true	false	false	false	11.995969
-121.87	37.39	16	null	389	1,103	415	3.7153	true	false	false	false	false	12.344965
-117.49	33.93	26	2,970	576	2,156	558	3.9522	false	true	false	false	false	11.732864

Subsets and Splits