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pppereira3
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HW4_REGRESSION_mar_mean_imputed

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train · 14.3k rows

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longitude float64 -124.3 -114.49	latitude float64 32.5 37.7	housing_median_age float64 1 52	total_rooms float64 19 39.3k	total_bedrooms float64 2 4.95k	population float64 3 35.7k	households float64 2 4.77k	median_income float64 0.5 15	ocean_proximity_<1H OCEAN float64 0 1	ocean_proximity_INLAND float64 0 1	ocean_proximity_NEAR BAY float64 0 1	ocean_proximity_NEAR OCEAN float64 0 1	target float64 9.62 13.1
-118.09	34.17	36	3,732.609845	540.018682	1,131	501.674572	3.881245	0	0.064606	0	0	12.503581
-122.39	33.800436	52	3,732.609845	540.018682	712	501.674572	3.881245	0	0.064606	1	0	12.580735
-120.45	33.800436	25	1,920	540.018682	1,434	501.674572	3.881245	1	0	0.165571	0	11.769891
-119.3	33.800436	27	1,515	540.018682	1,178	501.674572	3.881245	0	0.064606	0.165571	0	10.781037
-122.34	33.800436	27	3,339	540.018682	1,354	501.674572	7.3081	0	0.064606	0.165571	1	13.048932
-118.92	33.800436	22	2,702	540.018682	2,664	501.674572	3.881245	1	0	0.165571	0	12.063356
-121.77	33.800436	12	10,236	540.018682	5,674	501.674572	3.881245	1	0	0.165571	0	12.472659
-120.61	33.800436	12	3,430	540.018682	1,840	501.674572	3.881245	1	0	0.165571	0	11.995352
-117.24	33.36	11	2,786	540.018682	1,250	501.674572	3.881245	1	0	0.165571	0	12.313132
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-118.41	34.02	19	4,702	540.018682	2,636	501.674572	3.881245	1	0	0.165571	0	12.323856
-117.63	33.62	9	4,257	540.018682	1,293	501.674572	3.881245	1	0	0.165571	0	12.189435
-121.09	33.800436	25	3,732.609845	540.018682	1,045	501.674572	3.881245	0	0.064606	0.165571	0	11.667362
-118.97	33.800436	34	3,732.609845	540.018682	854	501.674572	3.881245	0	0.064606	0	0	11.241117
-121.29	33.800436	12	2,006	540.018682	1,849	501.674572	3.881245	0	0.064606	0.165571	0	11.502875
-118.08	33.82	30	2,636	540.018682	3,412	501.674572	3.881245	1	0	0	0	11.680979
-117.64	33.99	29	3,732.609845	540.018682	513	501.674572	3.881245	0	0.064606	0	0	12.107908
-118.19	33.78	29	3,732.609845	540.018682	1,083	501.674572	1.8438	0	0.064606	0	1	11.998433
-117.13	32.71	35	3,732.609845	540.018682	691	501.674572	1.6953	0	0.064606	0	1	11.305901
-122.83	33.800436	17	5,199	540.018682	2,036	501.674572	3.881245	1	0	0.165571	0	12.03647
-121.52	33.800436	15	3,732.609845	540.018682	1,079	501.674572	3.881245	0	0.064606	0.165571	0	11.294769
-122.26	33.800436	36	5,329	540.018682	3,469	501.674572	3.881245	0	0.064606	1	0	11.77529
-119.03	33.800436	41	3,732.609845	540.018682	977	501.674572	3.881245	0	0.064606	0	0	11.305901
-122.04	33.800436	52	3,732.609845	540.018682	241	501.674572	3.881245	0	0.064606	0	0	11.736069
-117.26	34.13	37	2,403	540.018682	1,234	501.674572	3.881245	0	0.064606	0	0	11.185809
-121.58	33.800436	18	3,732.609845	540.018682	733	501.674572	3.881245	0	0.064606	0.165571	0	11.550221
-117.26	34.11	33	3,732.609845	540.018682	850	501.674572	3.881245	0	0.064606	0	0	10.990365
-118.15	34.13	30	3,732.609845	540.018682	1,143	501.674572	3.881245	1	0	0	0	13.122365
-118.93	33.800436	13	3,732.609845	540.018682	557	501.674572	3.881245	0	0.064606	0.165571	0	12.226855
-121.9	33.800436	9	3,732.609845	540.018682	532	501.674572	3.881245	1	0	0.165571	0	12.9968
-120.1	33.800436	12	1,462	540.018682	1,708	501.674572	3.881245	0	0.064606	0.165571	0	11.077516
-122.21	33.800436	31	2,766	540.018682	1,441	501.674572	3.881245	0	0.064606	1	0	11.782953
-122.44	33.800436	13	4,284	540.018682	2,146	501.674572	3.881245	0	0.064606	0.165571	0	12.096258
-120.92	33.800436	24	3,732.609845	540.018682	270	501.674572	3.881245	0	0.064606	0.165571	0	11.959533
-122.44	33.800436	52	3,475	540.018682	1,518	501.674572	3.881245	0	0.064606	1	0	13.122365
-117.66	34.11	19	3,445	540.018682	1,635	501.674572	3.881245	0	0.064606	0.165571	0	12.348006
-118.12	34.68	12	5,319	540.018682	2,439	501.674572	3.881245	0	0.064606	0.165571	0	11.786762
-117.94	34.08	34	1,970	540.018682	1,269	501.674572	3.881245	1	0	0	0	12.212055
-122.45	33.800436	43	3,732.609845	540.018682	897	501.674572	3.881245	0	0.064606	1	0	12.684478
-121.85	33.800436	21	2,381	540.018682	1,264	501.674572	3.881245	1	0	0.165571	0	12.29225
-117.9	34.12	33	1,788	540.018682	1,787	501.674572	3.881245	1	0	0	0	11.728843
-117.97	33.74	16	3,732.609845	540.018682	784	501.674572	3.881245	1	0	0.165571	0	11.843667
-117.25	32.72	33	3,732.609845	540.018682	629	501.674572	6.597	0	0.064606	0	1	13.115137
-118.15	33.93	42	3,732.609845	540.018682	1,034	501.674572	3.881245	1	0	0	0	12.265756
-119.73	33.800436	20	1,741	540.018682	1,466	501.674572	3.881245	0	0.064606	0.165571	0	11.453175
-122.33	33.800436	10	3,732.609845	540.018682	154	501.674572	3.881245	0	0.064606	0.165571	0	11.225243
-120.24	33.800436	40	3,732.609845	540.018682	305	501.674572	3.881245	0	0.064606	0	0	11.042922
-121.81	33.800436	8	3,732.609845	540.018682	615	501.674572	3.881245	0	0.064606	0.165571	0	12.024551
-117.56	33.83	28	3,732.609845	540.018682	346	501.674572	3.881245	0	0.064606	0.165571	0	12.73464
-117.03	32.73	32	3,732.609845	540.018682	997	501.674572	3.4784	0	0.064606	0	1	11.947302
-117.04	32.75	36	3,732.609845	540.018682	1,070	501.674572	3.5192	0	0.064606	0	1	11.877569
-123.8	33.800436	35	3,732.609845	540.018682	698	501.674572	3.881245	1	0	0	0	11.787522
-122.43	33.800436	26	3,587	540.018682	1,821	501.674572	3.881245	0	0.064606	0.165571	0	12.568978
-122.29	33.800436	52	3,217	540.018682	1,670	501.674572	3.881245	0	0.064606	1	0	12.002119
-117.1	32.68	47	3,732.609845	540.018682	1,003	501.674572	1.7802	0	0.064606	0	1	11.49068
-118.02	33.83	26	3,616	540.018682	2,257	501.674572	3.881245	1	0	0.165571	0	12.290414
-122.08	33.800436	24	3,732.609845	540.018682	410	501.674572	3.881245	0	0.064606	0.165571	0	11.506907
-121.72	33.800436	36	3,732.609845	540.018682	567	501.674572	3.881245	0	0.064606	0	0	11.269579
-117.89	33.6	40	3,732.609845	540.018682	498	501.674572	3.881245	1	0	0	0	13.122365
-118.25	33.84	19	3,732.609845	540.018682	1,032	501.674572	3.881245	1	0	0.165571	0	12.245774
-117.22	33.17	6	3,732.609845	540.018682	810	501.674572	3.881245	1	0	0.165571	0	11.818202
-117.99	33.71	18	1,994	540.018682	3,031	501.674572	3.881245	1	0	0.165571	0	12.377923
-118.3	33.73	47	3,732.609845	540.018682	1,130	501.674572	4.194	0	0.064606	0	1	12.590995
-122.38	33.800436	33	2,577	540.018682	1,867	501.674572	3.3632	0	0.064606	0	1	12.487862
-121.61	33.800436	37	3,149	540.018682	3,456	501.674572	3.881245	1	0	0	0	11.756656
-118.28	33.95	41	3,732.609845	540.018682	707	501.674572	3.881245	1	0	0	0	11.364425
-118.1	33.83	36	3,732.609845	540.018682	956	501.674572	3.881245	1	0	0	0	12.364784
-120.44	33.800436	29	2,374	540.018682	1,617	501.674572	3.881245	1	0	0	0	11.59266
-118.27	33.82	39	3,732.609845	540.018682	763	501.674572	3.881245	1	0	0	0	12.207572
-118.35	34.06	48	3,732.609845	540.018682	716	501.674572	3.881245	1	0	0	0	12.860999
-117.21	32.89	14	3,114	540.018682	1,592	501.674572	3.3176	0	0.064606	0.165571	1	11.958252
-115.56	32.78	46	2,511	540.018682	1,583	501.674572	3.881245	0	0.064606	0	0	11.167614
-118.59	33.800436	17	6,592	540.018682	4,459	501.674572	3.881245	1	0	0.165571	0	12.447056
-122.28	33.800436	52	3,732.609845	540.018682	403	501.674572	3.881245	0	0.064606	1	0	12.411052
-118.08	33.81	20	6,295	540.018682	2,292	501.674572	3.881245	1	0	0.165571	0	12.90545
-122.5	33.800436	52	3,732.609845	540.018682	1,070	501.674572	3.881245	0	0.064606	1	0	12.792469
-122.07	33.800436	39	3,732.609845	540.018682	1,025	501.674572	3.881245	0	0.064606	1	0	12.154779
-118.48	34.01	31	2,851	540.018682	1,410	501.674572	3.881245	1	0	0	0	12.851866
-120.16	33.800436	18	3,732.609845	540.018682	350	501.674572	3.881245	0	0.064606	0.165571	0	11.744037
-117.07	32.62	19	5,016	540.018682	2,750	501.674572	2.7838	0	0.064606	0.165571	1	11.95697
-120.84	33.800436	27	3,732.609845	540.018682	930	501.674572	2.6205	0	0.064606	0.165571	1	12.30637
-117.04	32.62	26	3,620	540.018682	2,000	501.674572	4.9962	0	0.064606	0.165571	1	11.957611
-117.68	34.15	4	4,082	540.018682	1,996	501.674572	3.881245	0	0.064606	0.165571	0	12.564795
-122.29	33.800436	52	3,732.609845	540.018682	841	501.674572	3.881245	0	0.064606	1	0	12.096816
-122.17	33.800436	16	3,515	540.018682	1,764	501.674572	3.881245	0	0.064606	0.165571	0	12.139399
-118.02	33.92	34	3,732.609845	540.018682	956	501.674572	3.881245	1	0	0	0	12.129731
-122.27	33.800436	37	3,732.609845	540.018682	1,152	501.674572	3.881245	0	0.064606	1	0	12.534657
-121.65	33.800436	11	4,833	540.018682	2,336	501.674572	3.881245	0	0.064606	0.165571	0	11.397515
-118.4	34.26	13	4,379	540.018682	2,560	501.674572	3.881245	1	0	0.165571	0	11.946654
-122.03	33.800436	24	5,948	540.018682	1,997	501.674572	3.881245	0	0.064606	0.165571	0	13.122365
-118.6	33.800436	20	14,291	540.018682	5,452	501.674572	3.881245	1	0	0.165571	0	13.064734
-122.9	33.800436	52	3,732.609845	540.018682	627	501.674572	2.3482	0	0.064606	0	1	12.004568
-118.01	33.89	33	3,732.609845	540.018682	1,018	501.674572	3.881245	1	0	0	0	12.268108
-121.65	33.800436	52	2,351	540.018682	1,169	501.674572	3.881245	1	0	0	0	12.041198
-118.22	34.21	29	3,732.609845	540.018682	1,030	501.674572	3.881245	1	0	0	0	12.741688
-118.34	34.07	52	3,732.609845	540.018682	981	501.674572	3.881245	1	0	0	0	13.017003
-116.22	36	14	3,732.609845	540.018682	436	501.674572	3.881245	0	0.064606	0.165571	0	10.401228
-117.8	33.67	5	2,638	540.018682	1,179	501.674572	3.881245	1	0	0.165571	0	12.388394
-118.17	33.79	28	1,219	540.018682	1,816	501.674572	1.7589	0	0.064606	0.165571	1	11.680979
-122.44	33.800436	52	3,785	540.018682	1,371	501.674572	3.881245	0	0.064606	1	0	13.122365

Subsets and Splits