Datasets:

cestwc
/

bank-marketing

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train · 45.2k rows

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age float32 18 95	job class label 12 classes	marital class label 3 classes	education class label 4 classes	default class label 2 classes	balance float32 -8,019 102k	housing class label 2 classes	loan class label 2 classes	contact class label 3 classes	day float32 1 31	month class label 12 classes	duration float32 0 4.92k	campaign float32 1 63	pdays float32 1 999	poutcome class label 4 classes	y class label 2 classes
44	1blue-collar	1married	1secondary	0no	-674	1yes	0no	2unknown	5	4may	257	1	999	3unknown	0no
53	1blue-collar	1married	0primary	0no	90	0no	0no	2unknown	5	4may	124	1	999	3unknown	0no
52	1blue-collar	1married	0primary	0no	128	1yes	0no	2unknown	5	4may	229	1	999	3unknown	0no
59	1blue-collar	1married	0primary	0no	179	1yes	0no	2unknown	5	4may	55	3	999	3unknown	0no
27	9technician	2single	2tertiary	0no	0	1yes	0no	2unknown	5	4may	400	1	999	3unknown	0no
44	1blue-collar	1married	1secondary	0no	54	1yes	0no	2unknown	5	4may	197	1	999	3unknown	0no
47	9technician	1married	2tertiary	0no	151	1yes	0no	2unknown	5	4may	190	1	999	3unknown	0no
34	0admin.	1married	1secondary	0no	61	0no	1yes	2unknown	5	4may	21	1	999	3unknown	0no
59	5retired	2single	1secondary	0no	30	1yes	0no	2unknown	5	4may	514	1	999	3unknown	0no
45	4management	1married	2tertiary	0no	523	1yes	0no	2unknown	5	4may	849	2	999	3unknown	0no
29	7services	0divorced	1secondary	0no	31	1yes	0no	2unknown	5	4may	194	1	999	3unknown	0no
46	9technician	0divorced	1secondary	0no	79	0no	0no	2unknown	5	4may	144	1	999	3unknown	0no
56	6self-employed	1married	0primary	0no	-34	1yes	1yes	2unknown	5	4may	212	2	999	3unknown	0no
36	1blue-collar	1married	0primary	0no	448	1yes	0no	2unknown	5	4may	286	1	999	3unknown	0no
59	5retired	0divorced	0primary	0no	81	1yes	0no	2unknown	5	4may	107	1	999	3unknown	0no
44	1blue-collar	1married	1secondary	0no	144	1yes	0no	2unknown	5	4may	247	2	999	3unknown	0no
41	0admin.	1married	1secondary	0no	351	1yes	0no	2unknown	5	4may	518	1	999	3unknown	0no
33	4management	2single	2tertiary	0no	-67	1yes	0no	2unknown	5	4may	364	1	999	3unknown	0no
59	4management	0divorced	2tertiary	0no	262	0no	0no	2unknown	5	4may	178	1	999	3unknown	0no
57	9technician	1married	0primary	0no	0	0no	0no	2unknown	5	4may	98	1	999	3unknown	0no
56	9technician	0divorced	3unknown	0no	56	1yes	0no	2unknown	5	4may	439	1	999	3unknown	0no
51	1blue-collar	1married	1secondary	0no	26	1yes	0no	2unknown	5	4may	79	1	999	3unknown	0no
34	0admin.	1married	3unknown	0no	3	1yes	0no	2unknown	5	4may	120	3	999	3unknown	0no
43	7services	1married	1secondary	0no	41	1yes	1yes	2unknown	5	4may	127	2	999	3unknown	0no
52	9technician	1married	2tertiary	0no	7	0no	1yes	2unknown	5	4may	175	1	999	3unknown	0no
33	9technician	2single	1secondary	0no	105	1yes	0no	2unknown	5	4may	262	2	999	3unknown	0no
29	0admin.	2single	1secondary	0no	818	1yes	1yes	2unknown	5	4may	61	1	999	3unknown	0no
34	7services	1married	1secondary	0no	-16	1yes	1yes	2unknown	5	4may	78	1	999	3unknown	0no
31	1blue-collar	1married	1secondary	0no	0	1yes	0no	2unknown	5	4may	143	1	999	3unknown	0no
55	7services	1married	1secondary	0no	2,476	1yes	0no	2unknown	5	4may	579	1	999	3unknown	1yes
55	4management	1married	3unknown	0no	1,185	0no	0no	2unknown	5	4may	677	1	999	3unknown	0no
32	0admin.	2single	1secondary	0no	217	1yes	0no	2unknown	5	4may	345	1	999	3unknown	0no
38	9technician	2single	1secondary	0no	1,685	1yes	0no	2unknown	5	4may	185	1	999	3unknown	0no
55	0admin.	2single	1secondary	0no	802	1yes	1yes	2unknown	5	4may	100	2	999	3unknown	0no
28	10unemployed	2single	2tertiary	0no	0	1yes	0no	2unknown	5	4may	125	2	999	3unknown	0no
23	1blue-collar	1married	1secondary	0no	94	1yes	0no	2unknown	5	4may	193	1	999	3unknown	0no
32	9technician	2single	1secondary	0no	0	1yes	0no	2unknown	5	4may	136	1	999	3unknown	0no
43	7services	2single	3unknown	0no	0	0no	0no	2unknown	5	4may	73	1	999	3unknown	0no
32	1blue-collar	1married	1secondary	0no	517	1yes	0no	2unknown	5	4may	528	1	999	3unknown	0no
46	1blue-collar	1married	1secondary	0no	265	1yes	0no	2unknown	5	4may	541	1	999	3unknown	0no
53	3housemaid	0divorced	0primary	0no	947	1yes	0no	2unknown	5	4may	163	1	999	3unknown	0no
34	6self-employed	2single	1secondary	0no	3	1yes	0no	2unknown	5	4may	301	1	999	3unknown	0no
57	10unemployed	1married	2tertiary	0no	42	0no	0no	2unknown	5	4may	46	1	999	3unknown	0no
37	1blue-collar	1married	1secondary	0no	37	1yes	0no	2unknown	5	4may	204	1	999	3unknown	0no
59	1blue-collar	1married	1secondary	0no	57	1yes	0no	2unknown	5	4may	98	1	999	3unknown	0no
33	7services	1married	1secondary	0no	22	1yes	0no	2unknown	5	4may	71	1	999	3unknown	0no
56	1blue-collar	0divorced	0primary	0no	8	1yes	0no	2unknown	5	4may	157	2	999	3unknown	0no
48	10unemployed	1married	1secondary	0no	293	1yes	0no	2unknown	5	4may	243	1	999	3unknown	0no
43	7services	1married	0primary	0no	3	1yes	0no	2unknown	5	4may	186	2	999	3unknown	0no
54	1blue-collar	1married	0primary	0no	348	1yes	0no	2unknown	5	4may	579	2	999	3unknown	0no
51	1blue-collar	1married	3unknown	0no	-19	1yes	0no	2unknown	5	4may	163	2	999	3unknown	0no
26	8student	2single	1secondary	0no	0	1yes	0no	2unknown	5	4may	610	2	999	3unknown	0no
40	4management	1married	2tertiary	0no	-4	1yes	0no	2unknown	5	4may	2,033	1	999	3unknown	0no
39	4management	1married	1secondary	0no	18	1yes	0no	2unknown	5	4may	85	1	999	3unknown	0no
50	9technician	1married	0primary	0no	139	0no	0no	2unknown	5	4may	114	2	999	3unknown	0no
41	7services	1married	1secondary	0no	0	1yes	0no	2unknown	5	4may	114	2	999	3unknown	0no
51	1blue-collar	1married	3unknown	0no	1,883	1yes	0no	2unknown	5	4may	57	1	999	3unknown	0no
60	5retired	0divorced	1secondary	0no	216	1yes	0no	2unknown	5	4may	238	1	999	3unknown	0no
52	1blue-collar	1married	1secondary	0no	782	1yes	0no	2unknown	5	4may	93	3	999	3unknown	0no
48	1blue-collar	1married	1secondary	0no	904	1yes	0no	2unknown	5	4may	128	2	999	3unknown	0no
48	7services	1married	3unknown	0no	1,705	1yes	0no	2unknown	5	4may	107	1	999	3unknown	0no
39	9technician	2single	2tertiary	0no	47	1yes	0no	2unknown	5	4may	181	1	999	3unknown	0no
47	7services	2single	1secondary	0no	176	1yes	0no	2unknown	5	4may	303	2	999	3unknown	0no
40	1blue-collar	1married	1secondary	0no	1,225	1yes	0no	2unknown	5	4may	558	5	999	3unknown	0no
45	9technician	1married	1secondary	0no	86	1yes	0no	2unknown	5	4may	270	1	999	3unknown	0no
26	0admin.	2single	1secondary	0no	82	1yes	0no	2unknown	5	4may	228	1	999	3unknown	0no
52	4management	1married	2tertiary	0no	271	1yes	0no	2unknown	5	4may	99	1	999	3unknown	0no
54	9technician	1married	1secondary	0no	1,378	1yes	0no	2unknown	5	4may	240	1	999	3unknown	0no
54	0admin.	1married	2tertiary	0no	184	0no	0no	2unknown	5	4may	673	2	999	3unknown	1yes
50	1blue-collar	1married	0primary	0no	0	0no	0no	2unknown	5	4may	233	3	999	3unknown	0no
35	1blue-collar	1married	1secondary	0no	0	1yes	0no	2unknown	5	4may	1,056	1	999	3unknown	0no
44	7services	1married	1secondary	0no	1,357	1yes	1yes	2unknown	5	4may	250	1	999	3unknown	0no
53	2entrepreneur	1married	3unknown	0no	19	1yes	0no	2unknown	5	4may	252	1	999	3unknown	0no
35	5retired	2single	0primary	0no	434	0no	0no	2unknown	5	4may	138	1	999	3unknown	0no
60	0admin.	0divorced	1secondary	0no	92	1yes	0no	2unknown	5	4may	130	1	999	3unknown	0no
53	0admin.	0divorced	1secondary	0no	1,151	1yes	0no	2unknown	5	4may	412	1	999	3unknown	0no
48	10unemployed	1married	1secondary	0no	41	1yes	0no	2unknown	5	4may	179	2	999	3unknown	0no
34	9technician	1married	1secondary	0no	51	1yes	0no	2unknown	5	4may	19	2	999	3unknown	0no
54	7services	1married	1secondary	0no	214	1yes	0no	2unknown	5	4may	458	2	999	3unknown	0no
51	4management	1married	1secondary	0no	1,161	1yes	0no	2unknown	5	4may	717	1	999	3unknown	0no
31	7services	1married	2tertiary	0no	37	1yes	0no	2unknown	5	4may	313	1	999	3unknown	0no
35	9technician	0divorced	1secondary	0no	787	1yes	0no	2unknown	5	4may	683	2	999	3unknown	0no
35	7services	1married	1secondary	0no	59	1yes	0no	2unknown	5	4may	1,077	1	999	3unknown	0no
38	9technician	1married	1secondary	0no	253	1yes	0no	2unknown	5	4may	416	1	999	3unknown	0no
36	0admin.	1married	2tertiary	0no	211	1yes	0no	2unknown	5	4may	146	2	999	3unknown	0no
58	5retired	1married	0primary	0no	235	1yes	0no	2unknown	5	4may	167	1	999	3unknown	0no
40	7services	0divorced	3unknown	0no	4,384	1yes	0no	2unknown	5	4may	315	1	999	3unknown	0no
54	4management	1married	1secondary	0no	4,080	0no	0no	2unknown	5	4may	140	1	999	3unknown	0no
34	1blue-collar	2single	1secondary	0no	53	1yes	1yes	2unknown	5	4may	346	1	999	3unknown	0no
31	4management	2single	2tertiary	0no	0	1yes	0no	2unknown	5	4may	562	1	999	3unknown	0no
51	5retired	1married	1secondary	0no	2,127	1yes	0no	2unknown	5	4may	172	1	999	3unknown	0no
33	4management	1married	2tertiary	0no	377	1yes	0no	2unknown	5	4may	217	1	999	3unknown	0no
55	4management	1married	2tertiary	0no	73	1yes	0no	2unknown	5	4may	142	2	999	3unknown	0no
42	0admin.	1married	1secondary	0no	445	1yes	0no	2unknown	5	4may	67	1	999	3unknown	0no
34	1blue-collar	1married	1secondary	0no	243	1yes	0no	2unknown	5	4may	291	1	999	3unknown	0no
33	1blue-collar	2single	1secondary	0no	307	1yes	0no	2unknown	5	4may	309	2	999	3unknown	0no
38	7services	1married	1secondary	0no	155	1yes	0no	2unknown	5	4may	248	1	999	3unknown	0no
50	9technician	0divorced	2tertiary	0no	173	0no	1yes	2unknown	5	4may	98	1	999	3unknown	0no
43	4management	1married	2tertiary	0no	400	1yes	0no	2unknown	5	4may	256	1	999	3unknown	0no
61	1blue-collar	0divorced	0primary	0no	1,428	1yes	0no	2unknown	5	4may	82	2	999	3unknown	0no

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