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pppereira3
/

HW4_CLASSIFICATION_mar_mean_imputed

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train · 309k rows

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CustomerID float64 2 449k	Age float64 18 65	Tenure float64 1 60	Usage Frequency float64 1 30	Support Calls float64 0 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
169,896.521553	50	33	24	2	22	645.38	30	0	0.13505	1	0	0	0	0.14855	0	1
30,986	45	10	17	9	27	215	23	1	0	0	0	1	1	0.14855	0	1
169,896.521553	34	48	17	0	13.235127	650.88	26	0	0.13505	0	0	1	0	0.14855	1	0
169,896.521553	32	56	27	0	13.235127	786	15	0	0.13505	1	0	0	0	1	0	1
123,073	26	27	17	7	13.235127	629	30	0	0.13505	0	0	1	1	0.14855	0	1
441,784	32	37	22	3	13.235127	936.51	14	1	0	0	1	0	0	0	1	0
241,714	35	35	19	9	13.235127	705.89	30	1	0	0	0	1	0	0	1	1
169,896.521553	60	37	19	0	5	392	18	1	0	1	0	0	0	0.14855	0	1
169,896.521553	58	30.905477	3	1	16	408.19	29	1	0	1	0	0	0	0.14855	1	1
169,896.521553	65	30.905477	3	2	24	918.89	22	1	0	1	0	0	0	1	0	1
260,887	48	47	18	3	17	606.12	7	1	0	0	1	0	0	0.14855	1	0
169,896.521553	35	30.905477	10	0	13.235127	897.36	22	0	0.13505	1	0	0	1	0	0	0
109,376	29	14	19	8	13.235127	795	4	1	0	1	0	0	1	0	0	1
107,621	44	30.905477	10	6	24	916	4	0	0.13505	0	1	0	0	0	1	1
169,896.521553	36	5	28	0	13.235127	805	14	1	0	0	0	1	0	1	0	1
169,896.521553	47	24	21	1	18	245	25	1	0	0	1	0	1	0.14855	0	1
169,896.521553	23	30.905477	1	0	13.235127	409	8	0	0.13505	1	0	0	0	0.14855	0	1
269,718	46	30.905477	5	4	19	886.34	11	0	0.13505	0	0	1	1	0	0	0
100,276	28	30.905477	7	7	13.235127	226	29	0	0.13505	1	0	0	1	0.14855	0	1
197,805	52	30.905477	10	4	12	660	27	1	0	1	0	0	0	0.14855	0	1
4,696	44	8	22	8	1	391	7	0	0.13505	0	1	0	1	0.14855	0	1
169,896.521553	30	30.905477	3	2	13.235127	922.65	14	0	0.13505	1	0	0	1	0	0	0
224,907	55	20	22	8	3	580.31	13	0	0.13505	0	1	0	1	0.14855	0	1
169,896.521553	47	30.905477	12	1	9	596.59	13	0	0.13505	0	0	1	0	0.14855	1	0
29,684	65	30.905477	15	9	8	573	16	1	0	1	0	0	0	0.14855	1	1
242,730	52	30.905477	10	8	29	262.27	25	1	0	0	1	0	1	0.14855	0	1
169,896.521553	46	36	18	1	13	955.55	8	0	0.13505	1	0	0	1	0	0	0
136,385	34	60	27	6	13.235127	417	28	1	0	0	1	0	0	0.14855	1	1
169,896.521553	22	30.905477	8	1	13.235127	935.55	11	1	0	0	1	0	1	0	0	0
169,896.521553	27	16	16	1	13.235127	754.55	10	1	0	0	1	0	1	0	0	0
169,896.521553	18	30.905477	6	2	13.235127	818.31	18	1	0	0	0	1	0	1	0	1
169,896.521553	25	18	27	1	13.235127	791.29	8	0	0.13505	0	1	0	0	0	1	0
343,825	35	21	16	3	13.235127	559.22	28	0	0.13505	0	0	1	0	0.14855	1	0
445,075	46	17	23	3	1	816.22	20	0	0.13505	0	1	0	0	0	1	0
169,896.521553	39	13	16	0	13.235127	644.41	10	0	0.13505	0	0	1	1	0.14855	0	0
56,699	64	57	21	6	1	523	28	1	0	0	1	0	0	0.14855	1	1
169,896.521553	31	30.905477	6	0	13.235127	614	29	1	0	1	0	0	1	0.14855	0	1
237,595	59	30.905477	1	10	17	771.18	25	1	0	0	0	1	0	0	1	1
169,896.521553	22	30.905477	9	0	13.235127	928.1	3	0	0.13505	1	0	0	1	0	0	0
230,068	20	30.905477	14	5	13.235127	427.27	9	0	0.13505	0	0	1	0	0.14855	1	1
169,896.521553	24	42	19	1	13.235127	821.6	3	1	0	0	0	1	1	0	0	0
169,896.521553	55	21	26	1	12	185	10	0	0.13505	0	0	1	1	0.14855	0	1
66,728	20	16	18	6	13.235127	477	14	1	0	0	1	0	1	0.14855	0	1
169,896.521553	27	30.905477	3	1	13.235127	707.53	2	1	0	1	0	0	0	0	1	0
406,125	37	30.905477	13	3	13.235127	905.69	13	1	0	0	1	0	1	0	0	0
169,896.521553	28	30.905477	10	0	13.235127	858	28	1	0	0	1	0	0	1	0	1
169,896.521553	28	30.905477	14	0	13.235127	827.48	2	1	0	1	0	0	1	0	0	0
70,243	61	30.905477	11	8	22	672	26	1	0	0	0	1	0	0	1	1
169,896.521553	21	26	21	2	13.235127	583.74	28	0	0.13505	0	0	1	0	0.14855	1	0
114,258	56	30.905477	14	8	6	939	28	0	0.13505	1	0	0	1	0	0	1
243,973	34	14	30	10	13.235127	310.8	12	1	0	1	0	0	0	0.14855	0	1
169,896.521553	49	42	28	0	2	895.43	7	1	0	0	0	1	0	0	1	0
170,898	59	31	25	6	24	123	7	0	0.13505	0	0	1	1	0.14855	0	1
169,896.521553	44	43	25	1	20	761.5	25	0	0.13505	0	1	0	1	0	0	0
169,896.521553	20	50	27	0	13.235127	826.26	7	1	0	1	0	0	1	0	0	0
229,141	25	51	17	7	13.235127	323.82	5	1	0	1	0	0	0	0.14855	0	1
169,896.521553	47	31	30	1	0	903.44	13	1	0	0	0	1	0	0	1	0
328,861	42	30.905477	14	4	13	554.55	19	0	0.13505	0	1	0	1	0.14855	0	0
169,896.521553	45	30.905477	10	0	19	782.33	19	0	0.13505	0	1	0	0	0	1	0
175,318	21	30.905477	4	8	13.235127	613	1	1	0	1	0	0	1	0.14855	0	1
169,896.521553	40	9	18	1	16	672.79	30	0	0.13505	1	0	0	1	0	0	0
255,576	63	30.905477	15	7	7	373.28	14	1	0	1	0	0	0	0.14855	0	1
65,825	55	54	25	5	27	798	20	1	0	1	0	0	0	1	0	1
399,173	47	30.905477	4	4	1	612.66	13	1	0	1	0	0	1	0.14855	0	0
169,896.521553	31	33	22	2	13.235127	793.19	18	0	0.13505	0	1	0	1	0	0	0
273,046	36	52	19	3	13.235127	727.21	13	0	0.13505	0	0	1	1	0	0	0
169,896.521553	33	30.905477	2	1	13.235127	522.48	5	0	0.13505	0	0	1	0	0.14855	1	0
319,172	40	52	27	3	7	977.8	26	0	0.13505	1	0	0	1	0	0	0
370,626	49	54	26	4	8	920.92	18	0	0.13505	0	1	0	1	0	0	0
169,896.521553	32	33	21	0	13.235127	906.76	24	0	0.13505	0	0	1	1	0	0	0
306,003	45	30.905477	3	4	7	941.03	12	1	0	0	0	1	0	0	1	0
109,453	21	30.905477	1	6	13.235127	346	28	1	0	1	0	0	0	0.14855	0	1
169,896.521553	33	30.905477	13	2	13.235127	674.32	11	0	0.13505	0	0	1	1	0	0	0
234,504	29	23	29	9	13.235127	528.32	14	1	0	1	0	0	0	0.14855	1	1
169,896.521553	32	30.905477	7	1	13.235127	650	11	0	0.13505	0	0	1	0	0.14855	0	1
239,057	19	48	20	3	13.235127	151.63	29	0	0.13505	1	0	0	1	0.14855	0	1
57,096	59	30.905477	1	3	12	531	9	1	0	1	0	0	0	0.14855	1	1
173,114	27	30.905477	3	10	13.235127	278	23	0	0.13505	0	1	0	0	0.14855	1	1
169,896.521553	48	30.905477	12	1	0	904.27	9	1	0	0	1	0	0	0	1	0
169,896.521553	27	30.905477	5	2	13.235127	879.06	6	0	0.13505	1	0	0	1	0	0	0
239,610	25	24	25	3	13.235127	461.17	11	1	0	0	0	1	1	0.14855	0	1
155,115	41	24	18	3	17	501	2	1	0	0	0	1	0	0.14855	0	1
169,896.521553	20	12	30	0	13.235127	991.37	4	0	0.13505	0	1	0	1	0	0	0
169,896.521553	35	30.905477	8	0	13.235127	948	7	0	0.13505	0	0	1	0	1	0	1
152,901	53	31	30	5	21	376	30	1	0	0	0	1	0	0.14855	0	1
137,012	45	30.905477	7	4	23	250	11	1	0	0	1	0	0	0.14855	0	1
169,896.521553	55	38	20	2	25	723.04	17	0	0.13505	0	1	0	0	1	0	1
169,896.521553	33	11	23	1	13.235127	734.01	8	0	0.13505	0	1	0	1	0	0	0
91,242	62	30.905477	12	3	24	376	24	1	0	0	1	0	1	0.14855	0	1
67,393	49	30.905477	8	3	26	134	22	0	0.13505	0	1	0	0	0.14855	0	1
425,166	48	30.905477	14	4	5	933.43	4	1	0	1	0	0	0	0	1	0
441,025	32	30.905477	5	3	13.235127	564.58	8	1	0	1	0	0	1	0.14855	0	0
169,896.521553	50	30.905477	10	0	4	876.32	12	1	0	0	1	0	1	0	0	0
162,201	58	38	23	8	20	390	24	1	0	1	0	0	0	0.14855	1	1
169,896.521553	40	43	26	2	20	821.49	27	0	0.13505	0	1	0	1	0	0	0
182,539	42	30	28	8	12	335	20	1	0	0	0	1	0	0.14855	1	1
208,239	62	33	23	8	27	929.56	9	1	0	1	0	0	0	0	1	1
169,896.521553	42	45	18	1	15	922.41	19	0	0.13505	0	1	0	0	0	1	0
169,896.521553	26	28	22	0	13.235127	895.46	8	0	0.13505	1	0	0	1	0	0	0
194,346	31	24	20	3	13.235127	666	19	0	0.13505	0	0	1	0	0	1	0

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