Datasets:

saifhmb
/

CreditCardRisk

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Split (1)

train · 2.46k rows

ID int64 100k 104k	AGE int64 18 50	INCOME int64 15k 59.9k	GENDER stringclasses 2 values	MARITAL stringclasses 3 values	NUMKIDS int64 0 4	NUMCARDS int64 0 6	HOWPAID stringclasses 2 values	MORTGAGE stringclasses 2 values	STORECAR int64 0 5	LOANS int64 0 3	RISK stringclasses 3 values
100,118	34	37,062	f	single	0	1	monthly	y	2	0	bad loss
100,048	28	36,893	m	single	0	1	monthly	y	0	0	bad loss
100,224	41	36,873	f	single	0	1	monthly	y	0	0	good risk
100,772	27	36,852	f	married	0	2	monthly	y	1	0	good risk
100,460	36	36,623	f	married	0	2	monthly	y	2	1	bad profit
100,153	37	36,487	m	single	0	1	monthly	y	1	0	good risk
100,076	30	36,356	f	single	0	1	monthly	y	1	0	bad loss
100,270	45	36,276	f	single	0	1	monthly	y	2	0	good risk
100,709	43	36,255	m	married	0	2	monthly	y	2	1	good risk
100,092	32	36,167	m	single	0	0	monthly	y	0	0	good risk
100,253	44	36,163	f	single	0	1	monthly	y	1	0	bad loss
100,221	41	36,154	f	single	0	1	monthly	y	2	0	bad loss
100,131	35	35,875	f	single	0	1	monthly	y	0	0	good risk
100,103	33	35,731	f	single	0	1	monthly	y	1	0	bad profit
100,036	27	35,505	f	single	0	1	monthly	y	2	0	bad profit
100,233	42	35,407	f	single	0	1	monthly	y	0	0	good risk
100,176	38	35,193	f	single	0	0	monthly	y	2	0	good risk
100,129	35	35,172	m	single	0	1	monthly	y	0	0	good risk
100,223	41	35,117	m	single	0	1	monthly	y	1	0	good risk
100,200	40	34,995	f	single	0	0	monthly	y	2	0	bad loss
100,209	40	34,453	f	single	0	0	monthly	y	2	0	good risk
100,074	30	34,328	f	single	0	0	monthly	y	2	0	good risk
100,252	44	34,288	m	single	0	1	monthly	y	0	0	good risk
100,462	36	34,288	m	married	0	1	monthly	y	2	0	bad loss
100,182	39	34,252	f	single	0	1	monthly	y	0	0	bad loss
100,017	38	34,115	m	single	0	1	monthly	y	2	0	bad profit
100,018	29	33,987	f	single	0	0	monthly	y	2	0	bad loss
100,150	37	33,953	m	single	0	1	monthly	y	1	0	bad profit
100,190	39	33,911	m	single	0	0	monthly	y	2	0	bad loss
100,194	39	33,815	f	single	0	0	monthly	y	2	0	bad loss
100,132	35	33,808	f	single	0	0	monthly	y	0	0	good risk
100,112	34	33,796	f	single	0	0	monthly	y	2	0	bad loss
100,242	31	33,747	f	single	0	0	monthly	y	1	0	bad loss
100,357	33	33,683	m	married	1	1	monthly	y	2	1	good risk
100,041	28	33,658	m	single	0	0	monthly	y	2	0	good risk
100,148	37	33,635	f	single	0	1	monthly	y	0	0	bad loss
100,142	36	33,509	m	single	0	0	monthly	y	0	0	bad loss
100,057	29	33,503	f	single	0	1	monthly	y	1	0	bad loss
100,777	45	33,502	f	married	1	2	monthly	y	2	1	good risk
100,202	28	33,489	m	single	0	1	monthly	y	0	0	good risk
100,162	37	33,471	f	single	0	1	monthly	y	0	0	good risk
100,187	39	33,299	m	single	0	1	monthly	y	1	0	good risk
100,188	39	33,229	m	single	0	1	monthly	y	1	0	good risk
100,046	28	33,220	m	single	0	0	monthly	y	0	0	good risk
100,065	30	33,142	f	single	0	1	monthly	y	1	0	good risk
100,189	39	33,011	m	single	0	0	monthly	y	1	0	bad profit
100,773	35	32,977	m	married	0	2	monthly	y	1	1	good risk
100,089	32	32,916	m	single	0	0	monthly	y	1	0	bad profit
100,029	26	32,851	f	single	0	0	monthly	y	0	0	bad profit
100,205	40	32,820	f	single	0	0	monthly	y	2	0	bad profit
100,003	25	32,662	m	single	0	0	monthly	y	2	0	bad profit
100,023	26	32,644	f	single	0	1	monthly	y	1	0	bad profit
100,225	41	32,643	f	single	0	0	monthly	y	2	0	bad loss
100,014	37	32,640	f	single	0	0	monthly	y	2	0	good risk
100,016	36	32,620	m	single	0	1	monthly	y	1	0	good risk
100,204	40	32,543	f	single	0	0	monthly	y	0	0	bad loss
100,059	29	32,539	m	single	0	0	monthly	y	2	0	bad loss
100,137	36	32,512	f	single	0	0	monthly	y	0	0	bad profit
100,152	37	32,472	f	single	0	0	monthly	y	2	0	good risk
100,008	25	32,461	m	single	0	0	monthly	y	2	0	good risk
100,463	36	32,033	f	married	1	2	monthly	y	1	1	good risk
100,095	32	31,986	f	single	0	0	monthly	y	2	0	good risk
100,258	32	31,985	m	single	0	1	monthly	y	0	0	good risk
100,111	34	31,928	f	single	0	0	monthly	y	2	0	good risk
100,025	26	31,911	m	single	0	0	monthly	y	0	0	bad loss
100,673	42	31,891	f	married	0	2	monthly	y	1	0	good risk
100,030	26	31,891	f	single	0	1	monthly	y	1	0	bad loss
100,099	33	31,868	m	single	0	0	monthly	y	0	0	good risk
100,078	31	31,853	f	single	0	1	monthly	y	0	0	good risk
100,158	37	31,818	m	single	0	0	monthly	y	2	0	bad profit
100,104	33	31,804	f	single	0	0	monthly	y	0	0	good risk
100,154	37	31,798	f	single	0	1	monthly	y	2	0	bad profit
100,192	39	31,771	m	single	0	0	monthly	y	0	0	good risk
100,230	30	31,689	m	single	0	0	monthly	y	2	0	good risk
100,244	43	31,586	m	single	0	0	monthly	y	0	0	good risk
100,121	34	31,567	f	single	0	1	monthly	y	0	0	good risk
100,167	38	31,523	f	single	0	0	monthly	y	2	0	good risk
100,358	33	31,453	m	married	1	2	monthly	y	1	0	good risk
100,116	34	31,391	f	single	0	0	monthly	y	2	0	bad profit
100,045	28	31,347	f	single	0	1	monthly	y	0	0	good risk
100,093	32	31,295	f	single	0	1	monthly	y	2	0	bad profit
100,049	28	31,292	f	single	0	1	monthly	y	1	0	bad profit
100,429	35	31,251	f	married	1	2	monthly	y	1	0	bad profit
100,207	40	31,242	f	single	0	1	monthly	y	0	0	good risk
100,265	45	31,237	m	single	0	0	monthly	y	0	0	good risk
100,220	41	31,169	m	single	0	0	monthly	y	1	0	bad loss
100,179	38	31,101	m	single	0	0	monthly	y	1	0	bad loss
100,090	32	31,096	f	single	0	1	monthly	y	2	0	good risk
100,262	45	31,021	m	single	0	0	monthly	y	0	0	good risk
100,067	30	30,884	f	single	0	1	monthly	y	2	0	good risk
100,232	42	30,807	f	single	0	1	monthly	y	1	0	good risk
100,246	43	30,791	f	single	0	1	monthly	y	1	0	good risk
100,022	26	30,618	m	single	0	0	monthly	y	1	0	good risk
100,229	42	30,580	m	single	0	0	monthly	y	1	0	good risk
100,234	42	30,547	m	single	0	1	monthly	y	0	0	good risk
100,609	40	30,546	f	married	0	2	monthly	y	2	0	good risk
100,115	34	30,436	m	single	0	0	monthly	y	1	0	good risk
100,133	35	30,422	f	single	0	1	monthly	y	0	0	good risk
100,632	35	30,359	m	married	1	1	monthly	y	1	0	bad profit
100,608	40	30,273	m	married	0	1	monthly	y	2	0	bad loss