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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
6,863	45	33	18	4	6	107	17	0	1	1	0	0	0	1	0	1
420,070	44.655918	44	14	4.681441	11	614.21	17	0	1	0	1	0	1	0	0	0
15,694	44.655918	27	19.563819	9	29	915	6	0	1	0	1	0	0	0	1	1
419,600	43	33	17	3	3	918.24	15	0	1	0	1	0	1	0	0	0
413,775	49	38.877802	19.563819	4	9	646.86	6	0	1	1	0	0	1	0	0	0
58,871	32	45	10	6	26	640	19	1	0	1	0	0	0	1	0	1
287,799	40	43	19.563819	4	1	937.76	2	1	0	1	0	0	0	0	1	0
391,741	40	38.877802	20	1	7	512.93	20	0	1	1	0	0	1	0	0	0
419,628	37	53	25	2	5	972.63	13	1	0	1	0	0	1	0	0	0
103,072	44.655918	59	19.563819	3	20	274	26	0	1	0	1	0	0	1	0	1
128,148	44.655918	38.877802	30	3	11	233	28	1	0	0	1	0	0	1	0	1
264,976	38	20	19	3	8	824.31	10	1	0	0	1	0	0	0	1	0
105,991	44.655918	38.877802	29	5	2	537	6	0	1	0	0	1	0	1	0	1
196,518	38	38.877802	19.563819	4	12	943	26	0	1	1	0	0	0	0	1	1
298,436	33	38	23	4.681441	15	784.09	26	0	1	0	0	1	0	0	1	0
434,004	33	55	16	3	2	786.02	14	1	0	0	0	1	1	0	0	0
199,296	44.655918	59	18	9	2	919	26	0	1	1	0	0	1	0	0	1
249,246	31	54	23	10	11	469.9	20	1	0	0	1	0	1	0	0	1
339,806	37	43	27	4.681441	12	695.73	15	0	1	0	0	1	1	0	0	0
375,315	38	52	29	2	6	667.37	17	0	1	0	1	0	0	0	1	0
159,520	65	38.877802	19.563819	3	16	259	24	1	0	0	1	0	0	0	1	1
249,550	61	38.877802	19.563819	6	13	883.29	13	0	1	1	0	0	1	0	0	1
134,941	45	38.877802	17	3	25	449	9	0	1	0	1	0	0	0	1	1
47,779	56	43	27	3	7	296	16	1	0	0	1	0	0	1	0	1
138,161	42	38.877802	21	5	23	140	12	1	0	0	1	0	0	1	0	1
46,412	34	38.877802	26	4.681441	19	889	27	1	0	0	1	0	0	1	0	1
7,888	38	55	29	7	5	226	28	0	1	0	1	0	1	0	0	1
283,151	30	40	19.563819	4.681441	17	704.62	14	1	0	0	1	0	0	0	1	0
332,131	34	60	19.563819	1	5	767.59	12	0	1	0	0	1	1	0	0	0
144,802	64	60	17	6	21	251	18	1	0	0	0	1	0	0	1	1
312,855	50	42	19.563819	2	20	928.37	10	1	0	0	0	1	1	0	0	0
170,856	43	20	19.563819	4	29	550	28	0	1	0	1	0	1	0	0	1
126,808	44.655918	38.877802	18	5	30	437	23	0	1	0	1	0	1	0	0	1
394,878	37	38.877802	16	3	19	621.59	1	1	0	0	1	0	1	0	0	0
412,772	49	38.877802	24	4	8	534.95	27	0	1	0	1	0	0	0	1	0
156,639	60	38.877802	30	10	5	832	16	0	1	0	0	1	1	0	0	1
172,284	44.655918	34	19.563819	5	24	865	6	0	1	0	0	1	1	0	0	1
180,958	30	38.877802	19	7	10	166	14	1	0	1	0	0	0	0	1	1
203,019	56	21	26	5	3	328	2	1	0	0	1	0	0	1	0	1
118,397	45	28	13	3	6	405	23	1	0	0	0	1	0	0	1	1
11,099	50	38.877802	19.563819	2	4	257	19	1	0	1	0	0	0	0	1	1
389,412	44.655918	26	27	2	1	718.34	6	1	0	0	1	0	0	0	1	0
423,432	41	60	30	1	16	522.14	24	0	1	0	0	1	1	0	0	0
222,924	58	38.877802	19.563819	5	12	893.22	2	0	1	0	0	1	0	0	1	1
331,304	38	49	17	3	17	960.48	22	0	1	0	0	1	0	0	1	0
115,606	37	38	28	4	2	234	19	1	0	0	1	0	0	1	0	1
442,313	40	20	30	2	19	900.01	17	0	1	1	0	0	1	0	0	0
18,543	38	47	25	1	22	531	30	1	0	0	0	1	0	1	0	1
275,689	36	36	27	3	6	774.16	1	0	1	0	0	1	1	0	0	0
146,959	44.655918	32	19.563819	4.681441	21	654	2	0	1	1	0	0	0	1	0	1
435,033	44.655918	44	25	2	10	546.07	18	0	1	0	1	0	0	0	1	0
211,480	39	45	20	5	11	411.75	27	1	0	0	1	0	0	1	0	1
71,913	41	41	19.563819	2	18	507	26	1	0	0	1	0	0	1	0	1
334,035	50	58	17	5	18	831.28	5	0	1	1	0	0	1	0	0	0
433,773	49	38.877802	19.563819	2	5	982.37	3	1	0	0	0	1	1	0	0	0
403,449	32	52	29	1	0	881.95	16	0	1	0	1	0	0	0	1	0
70,611	60	47	30	4	26	934	29	0	1	1	0	0	0	0	1	1
108,393	55	38.877802	10	9	28	231	26	0	1	0	0	1	0	0	1	1
140,823	65	51	18	4.681441	2	487	4	1	0	0	0	1	0	0	1	1
266,339	43	55	15	1	2	691.91	19	0	1	1	0	0	1	0	0	0
107	42	38.877802	19.563819	8	25	566	11	1	0	1	0	0	0	1	0	1
257,236	44.655918	26	16	5	17	668.74	23	0	1	0	1	0	0	0	1	1
245,163	32	38.877802	27	7	11	677.13	5	1	0	0	0	1	0	0	1	1
265,596	33	58	19.563819	2	4	751.82	4	0	1	0	1	0	0	0	1	0
195,770	44.655918	23	19.563819	4.681441	28	358	6	0	1	0	1	0	0	1	0	1
419,596	37	44	19.563819	1	7	549.43	21	0	1	0	1	0	0	0	1	0
54,883	41	60	19.563819	2	25	394	22	0	1	1	0	0	0	1	0	1
304,522	50	47	19.563819	1	20	576.45	11	0	1	1	0	0	1	0	0	0
109,005	43	47	19	2	27	645	28	1	0	0	1	0	1	0	0	1
362,363	44	25	29	1	1	906.36	30	0	1	0	1	0	1	0	0	0
235,580	61	56	19.563819	2	30	489.2	22	1	0	0	1	0	0	1	0	1
67,277	54	21	13	6	4	439	2	1	0	0	0	1	0	1	0	1
35,580	43	46	21	10	3	531	9	0	1	0	0	1	1	0	0	1
261,800	47	32	19.563819	4.681441	3	936.91	23	0	1	0	0	1	1	0	0	0
294,276	42	52	10	1	7	696.27	1	1	0	0	0	1	1	0	0	0
391,275	42	38.877802	19.563819	1	12	738.97	20	0	1	1	0	0	1	0	0	0
261,788	49	38.877802	12	2	5	797.54	12	1	0	0	0	1	1	0	0	0
242,396	44.655918	38	18	10	21	989.39	29	1	0	0	0	1	1	0	0	1
158,766	44.655918	36	10	6	26	663	4	1	0	0	1	0	0	0	1	1
61,488	57	30	18	8	21	246	21	0	1	0	0	1	1	0	0	1
15,454	51	41	30	4.681441	18	797	22	0	1	0	0	1	0	1	0	1
7,132	60	38.877802	18	6	0	570	5	1	0	0	1	0	0	1	0	1
358,667	44	60	19.563819	4.681441	10	811.85	15	1	0	0	1	0	1	0	0	0
372,848	44	51	27	4	20	705.96	29	0	1	0	0	1	0	0	1	0
399,577	44.655918	59	9	1	4	673.61	22	0	1	0	1	0	1	0	0	0
346,269	44.655918	46	20	2	4	805.05	2	1	0	0	1	0	0	0	1	0
325,537	48	18	24	4	13	539.29	9	0	1	1	0	0	0	0	1	0
109,154	38	26	9	4.681441	26	762	12	1	0	0	0	1	1	0	0	1
259,881	55	44	16	8	22	571.31	20	1	0	0	1	0	0	0	1	1
177,248	64	25	30	8	20	255	2	1	0	0	1	0	0	0	1	1
214,794	52	53	14	8	11	114.88	12	1	0	1	0	0	0	1	0	1
388,836	39	32	26	2	7	627.5	20	0	1	0	0	1	0	0	1	0
89,575	32	22	15	3	7	443	10	1	0	1	0	0	0	1	0	1
359,917	44.655918	38.877802	16	4.681441	6	795.7	16	0	1	0	1	0	0	0	1	0
162,108	44.655918	44	9	5	10	310	1	0	1	0	1	0	1	0	0	1
387,414	40	49	16	3	15	880.03	6	1	0	0	1	0	0	0	1	0
319,031	34	32	13	4.681441	2	639.89	18	0	1	0	0	1	1	0	0	0
15,464	39	19	19.563819	7	10	110	27	0	1	1	0	0	0	1	0	1
146,772	44.655918	28	20	9	23	434	16	1	0	1	0	0	1	0	0	1
305,998	49	58	19.563819	4.681441	1	765.33	6	1	0	0	1	0	0	0	1	0

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