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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
233,240	49	30.905477	9	6	13	320.01	4	1	0	1	0	0	0	0.14855	0	1
77,223	31	30.905477	3	6	13.235127	221	12	0	0.13505	0	0	1	0	0.14855	0	1
169,896.521553	26	30.905477	7	2	13.235127	726.44	12	0	0.13505	0	0	1	0	0	1	0
197,513	33	1	25	9	13.235127	359	23	1	0	0	1	0	1	0.14855	0	1
27,021	50	30.905477	5	8	25	951	3	1	0	0	1	0	0	0	1	1
169,896.521553	43	30.905477	9	1	7	960.92	27	0	0.13505	0	0	1	0	0	1	0
169,896.521553	30	30.905477	15	1	13.235127	853.87	3	1	0	0	0	1	1	0	0	0
169,896.521553	43	30.905477	13	0	6	961.73	1	1	0	1	0	0	0	0	1	0
169,896.521553	49	25	26	2	1	936.26	3	1	0	0	1	0	1	0	0	0
169,896.521553	18	30.905477	2	1	13.235127	811	14	0	0.13505	0	0	1	0	1	0	1
162,958	62	30.905477	14	7	3	562	16	1	0	1	0	0	0	0.14855	0	1
104,433	38	30.905477	12	7	13.235127	131	23	1	0	1	0	0	1	0.14855	0	1
247,348	24	30.905477	7	10	13.235127	260.53	24	1	0	1	0	0	0	0.14855	1	1
169,896.521553	24	3	26	0	13.235127	873.22	15	0	0.13505	0	0	1	0	0	1	0
204,395	37	30.905477	13	3	13.235127	820.48	11	0	0.13505	1	0	0	0	1	0	1
106,178	20	30.905477	4	8	13.235127	735	2	1	0	0	0	1	0	1	0	1
169,896.521553	39	50	19	1	13.235127	714.21	2	1	0	0	0	1	0	0	1	0
169,896.521553	41	30.905477	9	2	0	985.16	2	1	0	0	1	0	1	0	0	0
12,536	27	30.905477	15	5	13.235127	340	17	1	0	1	0	0	0	0.14855	0	1
157,318	28	55	23	8	13.235127	382	8	1	0	0	0	1	0	0.14855	1	1
298,786	33	30.905477	1	3	13.235127	520.32	15	1	0	0	0	1	1	0.14855	0	0
60,625	24	30.905477	12	10	13.235127	536	19	0	0.13505	0	0	1	0	0.14855	1	1
169,896.521553	39	30.905477	16	2	13.235127	505.59	9	0	0.13505	1	0	0	0	0.14855	1	0
142,637	41	30.905477	10	10	4	962	18	0	0.13505	0	0	1	0	1	0	1
253,565	27	30.905477	15	3	13.235127	275.71	18	1	0	1	0	0	0	0.14855	1	1
169,896.521553	30	30.905477	2	0	13.235127	609.51	5	0	0.13505	0	1	0	1	0.14855	0	0
416,942	36	49	28	3	13.235127	685.15	21	0	0.13505	0	0	1	1	0	0	0
169,896.521553	50	30.905477	13	2	0	603.74	14	1	0	0	0	1	0	0.14855	1	0
138,576	61	55	29	3	3	139	3	0	0.13505	0	1	0	0	0.14855	0	1
169,896.521553	26	30.905477	11	0	13.235127	804.97	28	0	0.13505	1	0	0	1	0	0	0
178,426	50	32	17	8	26	948	16	0	0.13505	0	1	0	0	0	1	1
376,664	36	30.905477	15	3	13.235127	863.58	2	0	0.13505	0	0	1	0	0	1	0
169,896.521553	25	37	28	0	13.235127	755.99	27	0	0.13505	0	0	1	1	0	0	0
445,500	32	30.905477	11	3	13.235127	720.35	24	0	0.13505	1	0	0	0	0	1	0
221,077	31	30.905477	12	8	13.235127	649.31	12	1	0	1	0	0	0	0.14855	1	1
169,896.521553	27	45	22	1	13.235127	376	8	0	0.13505	1	0	0	1	0.14855	0	1
95,010	54	30.905477	6	6	25	904	13	0	0.13505	0	1	0	0	1	0	1
286,144	46	35	25	3	10	638.24	9	1	0	0	1	0	0	0.14855	1	0
258,511	46	42	26	10	2	261.65	13	0	0.13505	0	1	0	0	0.14855	0	1
169,896.521553	35	30.905477	4	2	13.235127	739.35	2	0	0.13505	0	1	0	0	0	1	0
169,896.521553	34	28	30	1	13.235127	765.04	11	0	0.13505	0	1	0	0	0	1	0
244,542	27	30.905477	3	6	13.235127	460.87	25	0	0.13505	0	0	1	0	0.14855	1	1
169,896.521553	29	2	19	0	13.235127	898.92	9	0	0.13505	0	1	0	0	0	1	0
41,908	20	29	29	4	13.235127	658	5	1	0	0	1	0	1	0.14855	0	1
169,896.521553	19	14	28	1	13.235127	721.62	8	1	0	1	0	0	0	0	1	0
169,896.521553	23	30.905477	11	0	13.235127	982.86	21	0	0.13505	0	1	0	1	0	0	0
126,931	55	30.905477	11	9	1	743	12	1	0	0	1	0	0	1	0	1
169,896.521553	20	30.905477	9	1	13.235127	799.85	15	0	0.13505	0	0	1	0	0	1	0
169,896.521553	31	30.905477	12	2	13.235127	580.07	2	0	0.13505	0	0	1	0	0.14855	1	0
169,896.521553	44	30.905477	13	0	18	630.34	24	0	0.13505	0	1	0	1	0.14855	0	0
169,896.521553	34	30.905477	6	0	13.235127	578.15	6	0	0.13505	0	0	1	1	0.14855	0	0
169,896.521553	40	39	26	2	17	804.44	12	0	0.13505	0	1	0	0	0	1	0
169,896.521553	27	56	18	0	13.235127	940.66	26	0	0.13505	0	1	0	1	0	0	0
250,783	47	30.905477	15	3	21	453.9	10	0	0.13505	0	1	0	0	0.14855	1	1
169,896.521553	60	30.905477	10	1	19	355	28	1	0	0	0	1	1	0.14855	0	1
107,843	57	50	17	6	3	149	12	0	0.13505	0	1	0	1	0.14855	0	1
169,896.521553	23	30.905477	12	1	13.235127	739.71	15	0	0.13505	1	0	0	0	0	1	0
169,896.521553	41	45	30	0	4	491	25	1	0	0	0	1	0	0.14855	0	1
45,990	22	30.905477	9	10	13.235127	926	6	0	0.13505	0	1	0	1	0	0	1
169,896.521553	26	44	27	2	13.235127	776.72	4	1	0	1	0	0	1	0	0	0
124,389	44	36	21	10	15	387	27	1	0	0	0	1	0	0.14855	0	1
169,896.521553	30	30.905477	15	0	13.235127	930.97	2	1	0	0	1	0	0	0	1	0
371,500	50	30.905477	4	3	1	731.37	15	0	0.13505	0	0	1	1	0	0	0
165,632	59	8	18	4	25	176	28	0	0.13505	0	1	0	0	0.14855	0	1
121,201	37	30.905477	13	9	13.235127	957	6	0	0.13505	0	0	1	0	1	0	1
243,230	25	33	23	8	13.235127	374.53	6	0	0.13505	0	0	1	1	0.14855	0	1
231,443	37	30.905477	6	9	13.235127	215.49	17	0	0.13505	0	1	0	0	0.14855	1	1
169,896.521553	62	30.905477	15	1	16	184.59	14	1	0	0	1	0	0	0.14855	0	1
169,995	39	30.905477	15	8	13.235127	529	1	1	0	1	0	0	1	0.14855	0	1
244,884	23	28	26	10	13.235127	525	2	1	0	0	1	0	0	0.14855	0	1
83,704	19	30.905477	7	10	13.235127	854	24	1	0	0	0	1	0	1	0	1
207,976	36	30.905477	7	5	13.235127	216.01	4	1	0	0	0	1	0	0.14855	0	1
4,477	58	30.905477	9	9	21	165	22	1	0	0	1	0	0	0.14855	0	1
169,896.521553	26	30.905477	6	1	13.235127	837.16	10	0	0.13505	0	1	0	1	0	0	0
403,780	40	11	27	3	0	979.25	3	0	0.13505	1	0	0	1	0	0	0
320,302	44	19	29	4	17	870.29	17	0	0.13505	0	0	1	1	0	0	0
169,896.521553	41	30.905477	12	1	1	879.77	10	1	0	0	0	1	0	0	1	0
169,896.521553	42	30.905477	10	1	0	786.36	20	0	0.13505	0	0	1	1	0	0	0
207,838	62	30.905477	1	8	22	625.35	20	1	0	1	0	0	1	0.14855	0	1
194,700	55	30.905477	9	6	18	405	18	1	0	1	0	0	0	0.14855	0	1
127,483	62	10	25	5	18	274	19	0	0.13505	1	0	0	0	0.14855	0	1
169,896.521553	20	8	24	0	13.235127	657.51	22	0	0.13505	0	1	0	0	0.14855	1	0
169,896.521553	28	14	22	1	13.235127	741.15	11	0	0.13505	0	0	1	1	0	0	0
234,605	32	50	26	3	13.235127	966.44	28	1	0	0	1	0	0	0	1	1
259,656	47	30.905477	13	7	14	706.75	29	1	0	1	0	0	1	0	0	1
169,896.521553	26	54	22	2	13.235127	832.4	7	1	0	1	0	0	0	0	1	0
446,875	41	27	24	4	19	688.15	1	0	0.13505	1	0	0	1	0	0	0
5,247	41	30.905477	15	3	22	895	5	0	0.13505	1	0	0	0	1	0	1
123,961	33	37	16	8	13.235127	117	9	1	0	0	0	1	1	0.14855	0	1
169,896.521553	38	30.905477	8	0	13.235127	934.46	4	1	0	0	0	1	1	0	0	0
69,263	59	30.905477	3	6	21	270	2	0	0.13505	0	0	1	0	0.14855	0	1
358,639	40	30.905477	10	3	7	971.46	10	0	0.13505	1	0	0	1	0	0	0
153,153	36	30.905477	3	6	13.235127	361	18	0	0.13505	0	0	1	0	0.14855	0	1
169,896.521553	27	25	16	2	13.235127	949.44	11	0	0.13505	0	1	0	0	0	1	0
169,896.521553	24	17	21	2	13.235127	448	4	0	0.13505	0	0	1	1	0.14855	0	1
169,896.521553	37	28	27	1	13.235127	652	23	0	0.13505	0	1	0	0	0.14855	1	0
169,896.521553	59	30.905477	15	1	18	591	9	1	0	0	1	0	0	0.14855	1	1
323,342	50	30.905477	1	4	4	602.81	30	0	0.13505	1	0	0	1	0.14855	0	0
169,896.521553	44	30.905477	5	2	17	643.61	4	0	0.13505	0	0	1	1	0.14855	0	0
64,545	36	38	16	4	13.235127	668	1	0	0.13505	0	1	0	0	1	0	1

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