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pppereira3
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HW4_CLASSIFICATION_mmcar_mean_imputed

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train · 309k rows

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CustomerID float64 3 450k	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
225,392.398861	45	33	18	3.599347	12.981875	107	17	0	1	1	0	0.338353	0.401932	1	0.402087	1
420,070	22	44	14	0	11	614.21	17	0.431806	1	0	1	0	0.401932	0	0.402087	0
225,392.398861	23	27	5	9	29	915	6	0	1	0.324182	1	0	0	0	1	1
419,600	43	33	15.803577	3.599347	3	918.24	15	0	0.568217	0	1	0.338353	1	0	0	0
413,775	49	10	4	3.599347	12.981875	646.86	6	0	1	1	0	0	1	0	0	0
58,871	32	45	10	6	26	640	19	0.431806	0	1	0.33736	0	0	1	0.402087	1
287,799	40	43	3	4	1	937.76	2	1	0	0.324182	0	0	0	0	0.402087	0
391,741	40	12	20	3.599347	7	512.93	14.483518	0	1	1	0.33736	0	0.401932	0	0	0
225,392.398861	37	53	25	2	12.981875	972.63	13	0.431806	0	1	0	0.338353	1	0.197088	0.402087	0
103,072	39.404254	59	15.803577	3	20	631.52065	26	0	1	0	0.33736	0	0.401932	1	0.402087	1
128,148	23	11	30	3	11	233	28	1	0	0.324182	0.33736	0	0	0.197088	0.402087	1
264,976	38	20	15.803577	3	8	824.31	10	1	0	0.324182	1	0	0.401932	0	0.402087	0
105,991	23	1	29	3.599347	12.981875	537	6	0	1	0	0.33736	1	0.401932	0.197088	0	1
225,392.398861	39.404254	14	15.803577	4	12	943	14.483518	0	0.568217	1	0	0.338353	0	0	1	1
298,436	33	31.291434	23	0	15	784.09	26	0	0.568217	0	0	1	0	0	1	0
434,004	33	55	15.803577	3	12.981875	786.02	14	1	0	0	0.33736	1	1	0	0.402087	0
225,392.398861	29	31.291434	18	9	2	919	26	0	1	0.324182	0	0	1	0	0	1
249,246	31	54	15.803577	10	11	469.9	20	1	0.568217	0	1	0	0.401932	0.197088	0	1
225,392.398861	39.404254	43	15.803577	3.599347	12	695.73	15	0	1	0.324182	0	1	0.401932	0	0	0
375,315	38	52	29	2	6	667.37	17	0	1	0	0.33736	0.338353	0	0	1	0
159,520	65	12	3	3	16	259	24	1	0	0	1	0	0.401932	0	1	1
249,550	61	31.291434	5	6	13	883.29	14.483518	0	1	1	0	0	1	0	0	1
225,392.398861	45	16	17	3.599347	25	449	14.483518	0	1	0.324182	1	0	0	0	0.402087	1
47,779	39.404254	43	27	3	12.981875	296	16	1	0	0	1	0	0.401932	1	0	1
138,161	39.404254	2	21	5	23	140	12	1	0	0	1	0	0.401932	1	0	1
225,392.398861	34	31.291434	26	0	19	889	27	1	0	0.324182	1	0	0	1	0	1
7,888	38	55	29	7	5	226	14.483518	0	0.568217	0.324182	1	0	1	0	0	1
283,151	30	40	8	3.599347	12.981875	631.52065	14	1	0	0	0.33736	0	0	0	1	0
332,131	39.404254	60	8	3.599347	12.981875	767.59	14.483518	0.431806	0.568217	0	0.33736	0.338353	1	0	0	0
144,802	64	60	17	6	21	251	14.483518	0.431806	0	0	0	1	0.401932	0	1	1
312,855	50	42	2	3.599347	20	928.37	10	0.431806	0	0	0	1	1	0	0.402087	0
170,856	43	31.291434	2	3.599347	12.981875	550	28	0	1	0	0.33736	0	1	0.197088	0.402087	1
126,808	18	16	18	5	30	437	23	0.431806	1	0.324182	1	0	1	0	0.402087	1
225,392.398861	37	5	15.803577	3	19	631.52065	1	0.431806	0	0	1	0	0.401932	0	0.402087	0
225,392.398861	39.404254	31.291434	24	3.599347	12.981875	534.95	27	0	1	0	1	0	0	0	1	0
156,639	60	13	15.803577	10	5	832	16	0	1	0.324182	0	0.338353	1	0	0	1
172,284	24	34	4	5	24	865	14.483518	0.431806	1	0	0	1	1	0	0.402087	1
180,958	39.404254	15	19	7	12.981875	631.52065	14	1	0	0.324182	0	0	0.401932	0	0.402087	1
203,019	56	31.291434	15.803577	3.599347	3	328	2	1	0	0	1	0	0.401932	1	0	1
118,397	45	31.291434	15.803577	3	6	631.52065	23	1	0	0.324182	0.33736	1	0	0	1	1
11,099	50	2	5	2	12.981875	257	19	1	0	1	0.33736	0	0	0	1	1
389,412	20	26	15.803577	2	1	631.52065	6	0.431806	0	0.324182	0.33736	0	0.401932	0	1	0
423,432	41	60	30	1	16	522.14	24	0.431806	1	0.324182	0	1	1	0.197088	0	0
222,924	58	31.291434	5	5	12.981875	893.22	2	0	1	0	0.33736	1	0.401932	0	1	1
331,304	38	49	15.803577	3	17	631.52065	22	0	1	0	0	0.338353	0.401932	0	1	0
115,606	39.404254	31.291434	28	3.599347	2	234	19	1	0.568217	0.324182	1	0	0	1	0	1
442,313	40	20	15.803577	2	19	900.01	17	0	1	1	0	0	1	0	0	0
18,543	38	31.291434	25	1	22	531	14.483518	0.431806	0.568217	0	0	0.338353	0	1	0	1
275,689	36	36	27	3.599347	6	631.52065	14.483518	0	1	0	0.33736	0.338353	1	0.197088	0	0
146,959	22	32	6	0	21	631.52065	2	0	0.568217	1	0.33736	0	0	0.197088	0	1
435,033	24	31.291434	25	2	10	546.07	18	0	1	0	1	0	0	0	1	0
225,392.398861	39	45	20	5	11	411.75	27	1	0	0	1	0	0	0.197088	0.402087	1
225,392.398861	41	41	15.803577	2	18	507	14.483518	1	0.568217	0.324182	1	0	0	0.197088	0	1
225,392.398861	50	31.291434	15.803577	5	12.981875	831.28	5	0.431806	0.568217	1	0	0	1	0.197088	0.402087	0
225,392.398861	39.404254	7	15.803577	3.599347	5	982.37	3	0.431806	0	0	0	0.338353	1	0.197088	0	0
403,449	39.404254	52	29	1	0	881.95	14.483518	0	0.568217	0	1	0.338353	0	0	1	0
225,392.398861	60	47	30	4	26	631.52065	29	0	1	0.324182	0	0	0.401932	0	1	1
108,393	39.404254	13	15.803577	9	28	631.52065	26	0	1	0.324182	0.33736	1	0	0	1	1
140,823	65	31.291434	18	3.599347	12.981875	487	14.483518	1	0	0	0	1	0.401932	0	1	1
266,339	43	55	15	1	12.981875	691.91	19	0	0.568217	0.324182	0	0	1	0	0.402087	0
107	39.404254	31.291434	6	8	25	631.52065	11	1	0	1	0	0	0	1	0.402087	1
257,236	28	31.291434	15.803577	5	17	668.74	23	0	1	0	1	0	0	0.197088	1	1
245,163	32	1	15.803577	7	12.981875	677.13	5	1	0.568217	0	0	0.338353	0	0	0.402087	1
225,392.398861	33	58	1	2	4	751.82	4	0	1	0.324182	1	0	0	0.197088	1	0
195,770	27	23	6	3.599347	28	358	14.483518	0	1	0	1	0	0.401932	0.197088	0	1
225,392.398861	37	44	4	1	7	549.43	14.483518	0	1	0.324182	1	0.338353	0	0.197088	1	0
54,883	41	60	15.803577	2	12.981875	394	22	0	0.568217	1	0	0	0	1	0	1
225,392.398861	50	47	8	1	20	631.52065	11	0.431806	1	1	0	0.338353	1	0.197088	0	0
109,005	43	31.291434	19	3.599347	12.981875	645	28	1	0	0	1	0	1	0	0	1
362,363	44	31.291434	29	1	12.981875	906.36	14.483518	0	1	0	1	0.338353	1	0	0	0
225,392.398861	61	56	3	2	30	489.2	22	0.431806	0.568217	0	1	0	0.401932	1	0	1
225,392.398861	54	21	13	6	12.981875	631.52065	2	1	0.568217	0	0	1	0.401932	1	0	1
35,580	43	31.291434	21	3.599347	3	531	14.483518	0	0.568217	0	0	0.338353	1	0.197088	0	1
261,800	47	32	15.803577	3.599347	3	936.91	23	0	1	0	0	1	1	0.197088	0	0
294,276	39.404254	31.291434	10	1	7	696.27	1	1	0	0.324182	0	1	1	0	0.402087	0
391,275	42	10	1	1	12	738.97	20	0	0.568217	1	0	0	1	0	0	0
261,788	49	2	12	2	12.981875	797.54	14.483518	1	0	0	0	1	1	0.197088	0	0
225,392.398861	18	38	15.803577	3.599347	21	989.39	29	0.431806	0	0.324182	0.33736	1	1	0	0	1
225,392.398861	20	36	10	6	26	663	4	1	0	0	1	0	0	0	1	1
61,488	57	30	18	3.599347	21	246	14.483518	0	1	0	0	1	1	0.197088	0	1
225,392.398861	51	41	30	0	18	797	22	0.431806	0.568217	0	0.33736	1	0	1	0	1
225,392.398861	60	31.291434	15.803577	6	0	570	14.483518	1	0	0	1	0	0	1	0	1
225,392.398861	44	60	1	3.599347	10	631.52065	15	0.431806	0	0	1	0	1	0	0	0
372,848	39.404254	51	27	4	20	705.96	29	0	0.568217	0	0	1	0	0	0.402087	0
399,577	24	31.291434	9	1	4	631.52065	22	0	0.568217	0	1	0	1	0	0.402087	0
346,269	39.404254	31.291434	20	2	12.981875	631.52065	2	1	0.568217	0	1	0	0	0	0.402087	0
325,537	39.404254	18	24	4	12.981875	539.29	9	0	0.568217	1	0.33736	0	0	0	1	0
109,154	38	26	9	0	26	631.52065	12	1	0	0.324182	0.33736	1	1	0	0	1
259,881	39.404254	31.291434	16	3.599347	22	571.31	20	0.431806	0	0	1	0	0	0.197088	1	1
225,392.398861	64	31.291434	30	8	12.981875	631.52065	2	1	0.568217	0	1	0	0.401932	0	1	1
214,794	52	53	14	8	12.981875	631.52065	14.483518	1	0	1	0	0	0	1	0	1
388,836	39.404254	32	26	2	7	627.5	20	0	1	0.324182	0	1	0	0	1	0
89,575	32	31.291434	15	3	7	443	10	0.431806	0.568217	1	0.33736	0	0	0.197088	0	1
225,392.398861	39.404254	31.291434	16	0	6	631.52065	16	0	1	0.324182	0.33736	0	0	0	1	0
162,108	39.404254	44	15.803577	5	10	310	1	0	0.568217	0	1	0.338353	1	0	0.402087	1
387,414	39.404254	49	16	3	15	880.03	6	1	0.568217	0	0.33736	0.338353	0	0	1	0
319,031	39.404254	31.291434	13	0	2	639.89	18	0.431806	1	0.324182	0	1	1	0.197088	0	0
225,392.398861	39	19	15.803577	7	10	110	27	0	1	1	0	0	0	0.197088	0	1
146,772	39.404254	31.291434	20	9	23	631.52065	16	1	0.568217	1	0	0.338353	1	0	0	1
225,392.398861	49	58	3	0	12.981875	765.33	6	0.431806	0	0	1	0	0	0	1	0

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