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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
233,240	49	54	9	6	13	320.01	4	1	0	1	0	0	0	1	0	1
77,223	31	56	19.563819	6	11	221	12	0	1	0	0	1	0	1	0	1
348,325	44.655918	38.877802	19.563819	2	7	726.44	12	0	1	0	0	1	0	0	1	0
197,513	33	38.877802	25	9	15	359	23	1	0	0	1	0	1	0	0	1
27,021	50	45	19.563819	8	25	951	3	1	0	0	1	0	0	0	1	1
428,410	43	40	9	1	7	960.92	27	0	1	0	0	1	0	0	1	0
350,550	30	54	15	1	5	853.87	3	1	0	0	0	1	1	0	0	0
444,396	43	55	13	4.681441	6	961.73	1	1	0	1	0	0	0	0	1	0
438,528	49	25	26	2	1	936.26	3	1	0	0	1	0	1	0	0	0
169,907	44.655918	41	19.563819	1	19	811	14	0	1	0	0	1	0	1	0	1
162,958	62	38.877802	14	7	3	562	16	1	0	1	0	0	0	1	0	1
104,433	38	55	12	7	24	131	23	1	0	1	0	0	1	0	0	1
247,348	44.655918	30	19.563819	10	4	260.53	24	1	0	1	0	0	0	0	1	1
267,390	44.655918	38.877802	26	4.681441	4	873.22	15	0	1	0	0	1	0	0	1	0
204,395	37	22	13	3	8	820.48	11	0	1	1	0	0	0	1	0	1
106,178	44.655918	40	19.563819	8	3	735	2	1	0	0	0	1	0	1	0	1
371,481	39	50	19	1	2	714.21	2	1	0	0	0	1	0	0	1	0
377,696	41	35	9	2	0	985.16	2	1	0	0	1	0	1	0	0	0
12,536	44.655918	18	15	5	22	340	17	1	0	1	0	0	0	1	0	1
157,318	44.655918	55	23	8	25	382	8	1	0	0	0	1	0	0	1	1
298,786	33	38.877802	19.563819	3	17	520.32	15	1	0	0	0	1	1	0	0	0
60,625	44.655918	24	12	10	20	536	19	0	1	0	0	1	0	0	1	1
272,365	39	42	16	2	12	505.59	9	0	1	1	0	0	0	0	1	0
142,637	41	40	10	10	4	962	18	0	1	0	0	1	0	1	0	1
253,565	44.655918	33	15	3	22	275.71	18	1	0	1	0	0	0	0	1	1
403,129	30	59	19.563819	4.681441	15	609.51	5	0	1	0	1	0	1	0	0	0
416,942	36	49	28	3	3	685.15	21	0	1	0	0	1	1	0	0	0
335,897	50	52	13	2	0	603.74	14	1	0	0	0	1	0	0	1	0
138,576	61	55	29	3	3	139	3	0	1	0	1	0	0	1	0	1
363,222	44.655918	53	11	4.681441	7	804.97	28	0	1	1	0	0	1	0	0	0
178,426	50	32	17	8	26	948	16	0	1	0	1	0	0	0	1	1
376,664	36	38.877802	15	3	19	863.58	2	0	1	0	0	1	0	0	1	0
313,189	44.655918	37	28	4.681441	18	755.99	27	0	1	0	0	1	1	0	0	0
445,500	32	38.877802	11	3	20	720.35	24	0	1	1	0	0	0	0	1	0
221,077	31	32	12	8	27	649.31	12	1	0	1	0	0	0	0	1	1
26,627	44.655918	45	22	1	4	376	8	0	1	1	0	0	1	0	0	1
95,010	54	30	19.563819	6	25	904	13	0	1	0	1	0	0	1	0	1
286,144	46	35	25	3	10	638.24	9	1	0	0	1	0	0	0	1	0
258,511	46	42	26	10	2	261.65	13	0	1	0	1	0	0	1	0	1
340,193	35	46	19.563819	2	3	739.35	2	0	1	0	1	0	0	0	1	0
293,834	34	28	30	1	3	765.04	11	0	1	0	1	0	0	0	1	0
244,542	44.655918	35	19.563819	6	13	460.87	25	0	1	0	0	1	0	0	1	1
447,206	44.655918	38.877802	19	4.681441	0	898.92	9	0	1	0	1	0	0	0	1	0
41,908	44.655918	29	29	4	28	658	5	1	0	0	1	0	1	0	0	1
268,328	44.655918	38.877802	28	1	16	721.62	8	1	0	1	0	0	0	0	1	0
430,824	44.655918	25	11	4.681441	16	982.86	21	0	1	0	1	0	1	0	0	0
126,931	55	38.877802	11	9	1	743	12	1	0	0	1	0	0	1	0	1
372,713	44.655918	25	9	1	2	799.85	15	0	1	0	0	1	0	0	1	0
341,481	31	28	12	2	12	580.07	2	0	1	0	0	1	0	0	1	0
409,556	44	38.877802	13	4.681441	18	630.34	24	0	1	0	1	0	1	0	0	0
273,530	34	53	19.563819	4.681441	2	578.15	6	0	1	0	0	1	1	0	0	0
333,203	40	39	26	2	17	804.44	12	0	1	0	1	0	0	0	1	0
386,925	44.655918	56	18	4.681441	15	940.66	26	0	1	0	1	0	1	0	0	0
250,783	47	21	15	3	21	453.9	10	0	1	0	1	0	0	0	1	1
162,100	60	53	10	1	19	355	28	1	0	0	0	1	1	0	0	1
107,843	57	50	17	6	3	149	12	0	1	0	1	0	1	0	0	1
316,513	44.655918	19	12	1	8	739.71	15	0	1	1	0	0	0	0	1	0
127,420	41	45	30	4.681441	4	491	25	1	0	0	0	1	0	1	0	1
45,990	44.655918	28	9	10	24	926	6	0	1	0	1	0	1	0	0	1
289,436	44.655918	44	27	2	18	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	1	0	1
338,782	30	38.877802	15	4.681441	9	930.97	2	1	0	0	1	0	0	0	1	0
371,500	50	30	19.563819	3	1	731.37	15	0	1	0	0	1	1	0	0	0
165,632	59	38.877802	18	4	25	176	28	0	1	0	1	0	0	1	0	1
121,201	37	23	13	9	21	957	6	0	1	0	0	1	0	1	0	1
243,230	44.655918	33	23	8	16	374.53	6	0	1	0	0	1	1	0	0	1
231,443	37	44	19.563819	9	7	215.49	17	0	1	0	1	0	0	0	1	1
251,693	62	36	15	1	16	184.59	14	1	0	0	1	0	0	1	0	1
169,995	39	58	15	8	18	529	1	1	0	1	0	0	1	0	0	1
244,884	44.655918	28	26	10	17	525	2	1	0	0	1	0	0	1	0	1
83,704	44.655918	46	19.563819	10	6	854	24	1	0	0	0	1	0	1	0	1
207,976	36	38	19.563819	5	12	216.01	4	1	0	0	0	1	0	1	0	1
4,477	58	36	9	9	21	165	22	1	0	0	1	0	0	1	0	1
412,657	44.655918	36	19.563819	1	18	837.16	10	0	1	0	1	0	1	0	0	0
403,780	40	38.877802	27	3	0	979.25	3	0	1	1	0	0	1	0	0	0
320,302	44	19	29	4	17	870.29	17	0	1	0	0	1	1	0	0	0
328,015	41	53	12	1	1	879.77	10	1	0	0	0	1	0	0	1	0
322,643	42	43	10	1	0	786.36	20	0	1	0	0	1	1	0	0	0
207,838	62	38.877802	19.563819	8	22	625.35	20	1	0	1	0	0	1	0	0	1
194,700	55	38.877802	9	6	18	405	18	1	0	1	0	0	0	1	0	1
127,483	62	38.877802	25	5	18	274	19	0	1	1	0	0	0	1	0	1
407,270	44.655918	38.877802	24	4.681441	17	657.51	22	0	1	0	1	0	0	0	1	0
388,849	44.655918	38.877802	22	1	5	741.15	11	0	1	0	0	1	1	0	0	0
234,605	32	50	26	3	16	966.44	28	1	0	0	1	0	0	0	1	1
259,656	47	38.877802	13	7	14	706.75	29	1	0	1	0	0	1	0	0	1
399,103	44.655918	54	22	2	14	832.4	7	1	0	1	0	0	0	0	1	0
446,875	41	27	24	4	19	688.15	1	0	1	1	0	0	1	0	0	0
5,247	41	38.877802	15	3	22	895	5	0	1	1	0	0	0	1	0	1
123,961	33	37	16	8	10	117	9	1	0	0	0	1	1	0	0	1
441,998	38	50	19.563819	4.681441	2	934.46	4	1	0	0	0	1	1	0	0	0
69,263	59	56	19.563819	6	21	270	2	0	1	0	0	1	0	1	0	1
358,639	40	52	10	3	7	971.46	10	0	1	1	0	0	1	0	0	0
153,153	36	18	19.563819	6	19	361	18	0	1	0	0	1	0	1	0	1
326,921	44.655918	25	16	2	17	949.44	11	0	1	0	1	0	0	0	1	0
21,327	44.655918	17	21	2	29	448	4	0	1	0	0	1	1	0	0	1
197,229	37	28	27	1	3	652	23	0	1	0	1	0	0	0	1	0
89,338	59	17	15	1	18	591	9	1	0	0	1	0	0	0	1	1
323,342	50	46	19.563819	4	4	602.81	30	0	1	1	0	0	1	0	0	0
283,620	44	53	19.563819	2	17	643.61	4	0	1	0	0	1	1	0	0	0
64,545	36	38	16	4	27	668	1	0	1	0	1	0	0	1	0	1

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