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pppereira3
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HW4_CLASSIFICATION_mnar_mean_imputed

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train · 309k rows

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CustomerID float64 2 450k	Age float64 29 65	Tenure float64 16 60	Usage Frequency float64 9 30	Support Calls float64 1 10	Payment Delay float64 0 30	Total Spend float64 100 1k	Last Interaction float64 1 30	Gender_Female float64 0 1	Gender_Male float64 0 1	Subscription Type_Basic float64 0 1	Subscription Type_Premium float64 0 1	Subscription Type_Standard float64 0 1	Contract Length_Annual float64 0 1	Contract Length_Monthly float64 0 1	Contract Length_Quarterly float64 0 1	target float64 0 1
120,560	65	38	27	4	30	901	1	0	1	0	1	0	1	0	0	1
75,092	44.655918	22	23	6	2	307	3	1	0	0	1	0	0	1	0	1
337,216	41	38	19.563819	2	17	889.07	15	1	0	0	0	1	1	0	0	0
159,445	58	37	18	4.681441	22	887	9	1	0	0	0	1	1	0	0	1
95,656	43	38.877802	19.563819	4.681441	3	714	29	1	0	1	0	0	0	0	1	1
259,076	38	41	15	2	10	133.12	29	1	0	1	0	0	0	1	0	1
306,858	37	38	19.563819	3	4	692.16	3	1	0	0	0	1	1	0	0	0
15,296	35	38.877802	26	6	28	746	8	0	1	1	0	0	0	0	1	1
161,983	42	24	24	9	18	896	21	1	0	0	0	1	0	0	1	1
192,204	44.655918	38.877802	25	10	21	167	16	0	1	0	1	0	0	1	0	1
79,836	44.655918	38.877802	16	9	9	505	17	0	1	0	1	0	0	1	0	1
62,218	44.655918	50	12	9	0	438	3	1	0	1	0	0	0	1	0	1
205,746	34	54	10	4.681441	26	560.85	3	0	1	0	1	0	1	0	0	1
337,157	49	42	25	3	5	743.83	25	0	1	0	1	0	0	0	1	0
170,995	46	35	19.563819	2	17	572	15	0	1	1	0	0	0	0	1	0
219,966	41	38.877802	19.563819	1	28	870.33	28	1	0	0	0	1	0	0	1	1
80,303	43	44	24	4	8	405	15	1	0	0	0	1	0	1	0	1
113,704	54	42	28	2	27	126	19	1	0	0	0	1	0	1	0	1
322,321	33	20	22	3	4	574.44	29	0	1	0	0	1	1	0	0	0
216,794	54	29	19.563819	9	29	348.91	18	0	1	0	0	1	0	1	0	1
429,645	30	51	13	4.681441	10	592.15	16	0	1	0	1	0	0	0	1	0
80,092	44.655918	38.877802	19.563819	4	14	136	29	0	1	1	0	0	0	0	1	1
86,868	43	21	11	8	12	885	28	0	1	0	0	1	0	0	1	1
366,830	44.655918	17	26	1	20	955.72	24	0	1	0	0	1	1	0	0	0
447,375	44.655918	25	10	1	3	667.19	15	0	1	1	0	0	1	0	0	0
288,470	35	17	19	2	8	673.74	25	0	1	1	0	0	0	0	1	0
48,713	44	40	17	6	9	586	28	1	0	0	0	1	0	1	0	1
187,295	57	38.877802	9	9	12	334	12	0	1	1	0	0	0	1	0	1
288,670	44.655918	28	25	1	6	669.4	20	0	1	0	1	0	0	0	1	0
392,695	37	38.877802	19.563819	1	16	998.65	12	1	0	0	0	1	1	0	0	0
267,883	44.655918	54	19.563819	1	3	758.64	7	0	1	1	0	0	0	0	1	0
448,376	30	38.877802	27	4.681441	1	535.46	8	1	0	0	1	0	1	0	0	0
203,234	40	28	19.563819	1	1	703	6	1	0	1	0	0	0	0	1	0
63,303	64	42	16	9	13	495	21	0	1	1	0	0	0	1	0	1
258,917	44.655918	48	12	3	27	326	29	0	1	0	0	1	1	0	0	1
51,266	44.655918	38.877802	19.563819	3	15	814	1	0	1	0	1	0	0	0	1	1
278,490	46	49	27	4	1	508.75	13	1	0	1	0	0	1	0	0	0
275,835	40	51	18	4.681441	20	804.21	2	1	0	0	0	1	0	0	1	0
241,338	38	39	27	4	4	333.29	9	1	0	0	0	1	0	0	1	1
37,966	47	44	19.563819	7	22	364	11	0	1	0	0	1	1	0	0	1
215,302	64	37	19.563819	1	7	747.14	9	1	0	0	1	0	1	0	0	1
149,897	59	43	17	1	12	122	19	0	1	1	0	0	0	1	0	1
365,803	36	50	19.563819	4.681441	18	886.27	30	0	1	0	0	1	1	0	0	0
137,988	57	45	27	7	25	620	26	0	1	1	0	0	0	1	0	1
298,944	38	38	19.563819	2	8	633.28	2	0	1	0	0	1	0	0	1	0
318,940	50	38.877802	19.563819	5	20	974.7	20	0	1	0	1	0	0	0	1	0
116,470	60	32	24	2	4	367	26	0	1	1	0	0	0	0	1	1
65,523	56	38.877802	27	10	19	348	27	1	0	0	1	0	0	1	0	1
421,807	44.655918	49	19.563819	1	11	500.87	19	0	1	0	1	0	1	0	0	0
318,331	47	53	29	4.681441	9	671.91	26	0	1	0	1	0	1	0	0	0
85,358	44.655918	38.877802	23	3	8	997	5	0	1	1	0	0	0	1	0	1
414,702	50	38.877802	19.563819	2	15	793.16	10	0	1	0	0	1	0	0	1	0
290,025	45	38.877802	9	1	8	782.87	29	0	1	0	1	0	0	0	1	0
88,686	44.655918	38.877802	19.563819	7	13	669	11	1	0	1	0	0	0	1	0	1
241,821	44.655918	52	27	4.681441	17	212.93	2	0	1	0	0	1	1	0	0	1
83,579	60	38.877802	15	2	5	722	8	0	1	1	0	0	0	1	0	1
33,152	46	59	19.563819	10	29	101	28	1	0	0	0	1	1	0	0	1
310,401	44.655918	24	18	1	8	741.39	24	0	1	1	0	0	0	0	1	0
291,836	44.655918	17	16	1	15	973.79	1	1	0	0	1	0	0	0	1	0
322,002	48	51	26	4.681441	12	752.24	12	1	0	1	0	0	1	0	0	0
30,831	57	47	10	7	30	833	9	1	0	0	0	1	0	1	0	1
240,461	44.655918	60	21	10	25	378.87	28	1	0	1	0	0	1	0	0	1
309,846	40	19	29	4	11	860.64	20	0	1	1	0	0	1	0	0	0
301,556	44.655918	25	24	2	19	701.58	25	0	1	0	1	0	0	0	1	0
117,607	44.655918	17	14	7	9	698	9	0	1	1	0	0	1	0	0	1
272,865	44.655918	30	25	1	8	630.66	25	0	1	0	0	1	1	0	0	0
189,406	44.655918	31	10	10	14	220	5	1	0	0	1	0	0	1	0	1
236,164	32	33	23	3	18	382.65	19	0	1	1	0	0	0	0	1	1
307,979	44.655918	55	15	1	4	718.34	3	0	1	0	1	0	1	0	0	0
138,903	51	36	9	3	27	520	7	1	0	0	1	0	0	0	1	1
153,404	44.655918	38.877802	19.563819	1	8	888	20	1	0	0	0	1	0	1	0	1
161,208	50	41	14	1	10	807	13	0	1	1	0	0	1	0	0	0
269,696	44.655918	38.877802	24	1	4	922.72	7	1	0	0	1	0	0	0	1	0
235,973	44.655918	54	9	7	23	250.92	5	1	0	0	1	0	1	0	0	1
446,938	43	44	13	2	20	829.18	23	0	1	1	0	0	1	0	0	0
35,098	63	19	16	10	0	537	4	0	1	1	0	0	1	0	0	1
339,598	44.655918	54	19.563819	2	10	822.02	14	0	1	0	1	0	1	0	0	0
141,298	43	48	15	1	30	394	25	1	0	1	0	0	1	0	0	1
157,996	44.655918	50	27	3	26	406	27	0	1	1	0	0	0	0	1	1
135,306	64	21	19.563819	4.681441	7	366	27	1	0	1	0	0	0	1	0	1
134,257	42	47	10	2	3	137	24	1	0	0	0	1	0	0	1	1
77,284	60	35	17	4.681441	4	462	1	0	1	1	0	0	0	1	0	1

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