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pppereira3
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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
6,863	45	33	18	4	6	107	17	0	0.13505	1	0.163768	0	0	0.14855	0.131032	1
169,896.521553	22	30.905477	14	0	13.235127	614.21	17	0	0.13505	0	1	0	1	0.14855	0	0
15,694	23	30.905477	5	9	13.235127	915	6	0	0.13505	0	1	0	0	0	1	1
419,600	43	33	17	3	3	918.24	15	0	0.13505	0	1	0	1	0	0	0
413,775	49	30.905477	4	4	9	646.86	6	0	0.13505	1	0	0	1	0.14855	0	0
58,871	32	30.905477	10	6	13.235127	640	19	1	0	1	0	0	0	0.14855	0	1
287,799	40	30.905477	3	4	1	937.76	2	1	0	1	0	0	0	0	1	0
169,896.521553	40	12	20	1	7	512.93	20	0	0.13505	1	0	0	1	0.14855	0	0
169,896.521553	37	53	25	2	13.235127	972.63	13	1	0	1	0	0	1	0	0	0
103,072	25	30.905477	1	3	13.235127	274	26	0	0.13505	0	1	0	0	0.14855	0	1
128,148	23	11	30	3	13.235127	233	28	1	0	0	1	0	0	0.14855	0	1
264,976	38	20	19	3	13.235127	824.31	10	1	0	0	1	0	0	0	1	0
105,991	23	1	29	5	13.235127	537	6	0	0.13505	0	0	1	0	0.14855	0	1
196,518	38	30.905477	4	4	13.235127	943	26	0	0.13505	1	0	0	0	0	1	1
169,896.521553	33	38	23	0	13.235127	784.09	26	0	0.13505	0	0	1	0	0	1	0
434,004	33	30.905477	16	3	13.235127	786.02	14	1	0	0	0	1	1	0	0	0
199,296	29	59	18	9	13.235127	919	26	0	0.13505	1	0	0	1	0	0	1
249,246	31	54	23	10	13.235127	469.9	20	1	0	0	1	0	1	0.14855	0	1
169,896.521553	37	43	27	0	13.235127	695.73	15	0	0.13505	0	0	1	1	0	0	0
169,896.521553	38	52	29	2	13.235127	667.37	17	0	0.13505	0	1	0	0	0	1	0
159,520	65	30.905477	3	3	16	259	24	1	0	0	1	0	0	0.14855	1	1
249,550	61	30.905477	5	6	13	883.29	13	0	0.13505	1	0	0	1	0	0	1
134,941	45	16	17	3	25	449	9	0	0.13505	0	1	0	0	0.14855	1	1
47,779	56	43	27	3	7	296	16	1	0	0	1	0	0	0.14855	0	1
138,161	42	2	21	5	23	140	12	1	0	0	1	0	0	0.14855	0	1
169,896.521553	34	2	26	0	13.235127	889	27	1	0	0	1	0	0	1	0	1
7,888	38	55	29	7	13.235127	226	28	0	0.13505	0	1	0	1	0.14855	0	1
169,896.521553	30	30.905477	8	0	13.235127	704.62	14	1	0	0	1	0	0	0	1	0
169,896.521553	34	30.905477	8	1	13.235127	767.59	12	0	0.13505	0	0	1	1	0	0	0
144,802	64	60	17	6	21	251	18	1	0	0	0	1	0	0.14855	1	1
169,896.521553	50	30.905477	2	2	20	928.37	10	1	0	0	0	1	1	0	0	0
170,856	43	30.905477	2	4	29	550	28	0	0.13505	0	1	0	1	0.14855	0	1
126,808	18	16	18	5	13.235127	437	23	0	0.13505	0	1	0	1	0.14855	0	1
394,878	37	30.905477	16	3	13.235127	621.59	1	1	0	0	1	0	1	0.14855	0	0
412,772	49	9	24	4	8	534.95	27	0	0.13505	0	1	0	0	0.14855	1	0
156,639	60	13	30	10	5	832	16	0	0.13505	0	0	1	1	0	0	1
172,284	24	30.905477	4	5	13.235127	865	6	0	0.13505	0	0	1	1	0	0	1
180,958	30	15	19	7	13.235127	166	14	1	0	1	0	0	0	0.14855	1	1
203,019	56	21	26	5	3	328	2	1	0	0	1	0	0	0.14855	0	1
118,397	45	30.905477	13	3	6	405	23	1	0	0	0	1	0	0.14855	1	1
169,896.521553	50	30.905477	5	2	4	257	19	1	0	1	0	0	0	0.14855	1	1
169,896.521553	20	26	27	2	13.235127	718.34	6	1	0	0	1	0	0	0	1	0
169,896.521553	41	60	30	1	16	522.14	24	0	0.13505	0	0	1	1	0.14855	0	0
222,924	58	30.905477	5	5	12	893.22	2	0	0.13505	0	0	1	0	0	1	1
331,304	38	49	17	3	13.235127	960.48	22	0	0.13505	0	0	1	0	0	1	0
115,606	37	38	28	4	13.235127	234	19	1	0	0	1	0	0	0.14855	0	1
169,896.521553	40	20	30	2	19	900.01	17	0	0.13505	1	0	0	1	0	0	0
169,896.521553	38	47	25	1	13.235127	531	30	1	0	0	0	1	0	0.14855	0	1
275,689	36	36	27	3	13.235127	774.16	1	0	0.13505	0	0	1	1	0	0	0
169,896.521553	22	30.905477	6	0	13.235127	654	2	0	0.13505	1	0	0	0	0.14855	0	1
169,896.521553	24	44	25	2	13.235127	546.07	18	0	0.13505	0	1	0	0	0.14855	1	0
211,480	39	45	20	5	13.235127	411.75	27	1	0	0	1	0	0	0.14855	0	1
169,896.521553	41	30.905477	3	2	18	507	26	1	0	0	1	0	0	0.14855	0	1
334,035	50	58	17	5	18	831.28	5	0	0.13505	1	0	0	1	0	0	0
169,896.521553	49	30.905477	8	2	5	982.37	3	1	0	0	0	1	1	0	0	0
169,896.521553	32	52	29	1	13.235127	881.95	16	0	0.13505	0	1	0	0	0	1	0
70,611	60	47	30	4	26	934	29	0	0.13505	1	0	0	0	0	1	1
108,393	55	30.905477	10	9	28	231	26	0	0.13505	0	0	1	0	0.14855	1	1
169,896.521553	65	51	18	0	2	487	4	1	0	0	0	1	0	0.14855	1	1
169,896.521553	43	30.905477	15	1	2	691.91	19	0	0.13505	1	0	0	1	0	0	0
107	42	30.905477	6	8	25	566	11	1	0	1	0	0	0	0.14855	0	1
257,236	28	30.905477	16	5	13.235127	668.74	23	0	0.13505	0	1	0	0	0	1	1
245,163	32	1	27	7	13.235127	677.13	5	1	0	0	0	1	0	0	1	1
169,896.521553	33	30.905477	1	2	13.235127	751.82	4	0	0.13505	0	1	0	0	0	1	0
169,896.521553	27	30.905477	6	0	13.235127	358	6	0	0.13505	0	1	0	0	0.14855	0	1
169,896.521553	37	30.905477	4	1	13.235127	549.43	21	0	0.13505	0	1	0	0	0.14855	1	0
169,896.521553	41	30.905477	6	2	25	394	22	0	0.13505	1	0	0	0	0.14855	0	1
169,896.521553	50	30.905477	8	1	20	576.45	11	0	0.13505	1	0	0	1	0.14855	0	0
169,896.521553	43	47	19	2	27	645	28	1	0	0	1	0	1	0.14855	0	1
169,896.521553	44	25	29	1	1	906.36	30	0	0.13505	0	1	0	1	0	0	0
169,896.521553	61	30.905477	3	2	30	489.2	22	1	0	0	1	0	0	0.14855	0	1
67,277	54	30.905477	13	6	4	439	2	1	0	0	0	1	0	0.14855	0	1
35,580	43	46	21	10	3	531	9	0	0.13505	0	0	1	1	0.14855	0	1
169,896.521553	47	30.905477	1	0	3	936.91	23	0	0.13505	0	0	1	1	0	0	0
169,896.521553	42	30.905477	10	1	7	696.27	1	1	0	0	0	1	1	0	0	0
169,896.521553	42	30.905477	1	1	12	738.97	20	0	0.13505	1	0	0	1	0	0	0
169,896.521553	49	30.905477	12	2	5	797.54	12	1	0	0	0	1	1	0	0	0
242,396	18	38	18	10	13.235127	989.39	29	1	0	0	0	1	1	0	0	1
158,766	20	30.905477	10	6	13.235127	663	4	1	0	0	1	0	0	0	1	1
61,488	57	30	18	8	21	246	21	0	0.13505	0	0	1	1	0.14855	0	1
169,896.521553	51	41	30	0	18	797	22	0	0.13505	0	0	1	0	1	0	1
7,132	60	15	18	6	0	570	5	1	0	0	1	0	0	0.14855	0	1
169,896.521553	44	30.905477	1	0	10	811.85	15	1	0	0	1	0	1	0	0	0
372,848	44	51	27	4	20	705.96	29	0	0.13505	0	0	1	0	0	1	0
169,896.521553	24	30.905477	9	1	13.235127	673.61	22	0	0.13505	0	1	0	1	0	0	0
169,896.521553	24	46	20	2	13.235127	805.05	2	1	0	0	1	0	0	0	1	0
325,537	48	18	24	4	13	539.29	9	0	0.13505	1	0	0	0	0.14855	1	0
169,896.521553	38	30.905477	9	0	13.235127	762	12	1	0	0	0	1	1	0	0	1
259,881	55	30.905477	16	8	22	571.31	20	1	0	0	1	0	0	0.14855	1	1
177,248	64	25	30	8	20	255	2	1	0	0	1	0	0	0.14855	1	1
214,794	52	30.905477	14	8	11	114.88	12	1	0	1	0	0	0	0.14855	0	1
169,896.521553	39	32	26	2	13.235127	627.5	20	0	0.13505	0	0	1	0	0.14855	1	0
89,575	32	30.905477	15	3	13.235127	443	10	1	0	1	0	0	0	0.14855	0	1
169,896.521553	20	30.905477	16	0	13.235127	795.7	16	0	0.13505	0	1	0	0	0	1	0
162,108	18	30.905477	9	5	13.235127	310	1	0	0.13505	0	1	0	1	0.14855	0	1
387,414	40	30.905477	16	3	15	880.03	6	1	0	0	1	0	0	0	1	0
169,896.521553	34	30.905477	13	0	13.235127	639.89	18	0	0.13505	0	0	1	1	0.14855	0	0
15,464	39	30.905477	5	7	13.235127	110	27	0	0.13505	1	0	0	0	0.14855	0	1
146,772	20	28	20	9	13.235127	434	16	1	0	1	0	0	1	0.14855	0	1
169,896.521553	49	30.905477	3	0	1	765.33	6	1	0	0	1	0	0	0	1	0

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