Datasets:

antoniopelusi
/

credit

LIMIT_BAL int64 10k 1M	AGE int64 21 79	BILL_AMT1 int64 -154,973 965k	BILL_AMT2 int64 -69,777 984k	BILL_AMT3 int64 -157,264 855k	BILL_AMT4 int64 -170,000 892k	BILL_AMT5 int64 -81,334 927k	BILL_AMT6 int64 -339,603 962k	PAY_AMT1 int64 0 493k	PAY_AMT2 int64 0 1.23M	PAY_AMT3 int64 0 896k	PAY_AMT4 int64 0 529k	PAY_AMT5 int64 0 427k	PAY_AMT6 int64 0 529k	SEX stringclasses 2 values	EDUCATION stringclasses 7 values	MARRIAGE stringclasses 4 values	PAY_0 stringclasses 11 values	PAY_2 stringclasses 11 values	PAY_3 stringclasses 11 values	PAY_4 stringclasses 11 values	PAY_5 stringclasses 9 values	PAY_6 stringclasses 10 values	target stringclasses 2 values
20,000	24	17,690	19,102	19,502	20,881	20,266	20,511	2,000	1,000	2,000	0	700	0	2	2	2	3	2	3	2	3	2	1
60,000	24	9,970	7,699	9,479	10,213	10,000	11,832	1,020	9,479	1,000	200	1,832	5,889	2	2	2	-1	0	-1	0	0	0	0
310,000	46	53,474	11,913	6,629	34,342	1,900	5,807	11,919	6,629	17,171	3,800	5,807	1,380	2	2	1	-2	-2	-2	-2	-2	-2	0
50,000	44	49,644	0	0	0	0	0	0	0	0	0	0	0	2	2	1	0	0	-2	-2	-2	-2	0
170,000	30	165,327	165,627	165,871	164,606	121,547	121,118	7,400	6,328	5,280	4,300	4,500	4,300	2	2	1	0	0	0	0	0	0	0
110,000	35	112,820	112,134	110,436	50,175	50,874	50,730	4,800	4,108	4,100	3,000	1,900	1,800	1	2	1	0	0	0	0	0	0	0
80,000	47	80,019	81,145	79,171	63,448	46,989	47,867	3,111	3,667	3,063	2,000	2,000	2,428	2	2	1	2	0	0	0	0	0	1
50,000	23	22,939	23,966	24,939	23,962	24,439	25,044	1,413	1,386	1,399	876	1,000	959	2	1	2	0	0	0	0	0	0	0
100,000	34	18,185	24,932	24,246	26,839	26,109	27,686	7,100	0	3,000	0	2,000	0	1	1	2	0	0	2	2	2	2	1
100,000	26	50,848	51,118	48,443	50,352	51,399	53,078	3,000	3,000	3,000	3,000	3,000	3,000	1	1	2	0	0	0	0	0	0	0
240,000	29	28,438	29,923	7,655	23,918	265,852	2,225	29,923	7,655	23,925	265,852	2,225	13,478	2	1	2	-2	-2	-2	-2	-2	-2	0
300,000	42	32,643	33,427	32,591	34,943	35,536	36,403	1,600	0	2,900	1,300	1,600	0	1	1	1	1	2	2	2	2	2	0
50,000	29	0	0	0	0	0	0	0	0	0	0	0	0	1	3	2	-2	-2	-2	-2	-2	-2	0
200,000	29	81,568	81,876	82,617	83,284	64,520	54,178	3,500	3,000	2,500	3,000	2,000	2,000	2	2	1	0	0	0	0	0	0	0
80,000	41	21,709	22,432	23,693	24,089	24,832	25,269	1,378	1,639	1,089	1,132	1,000	1,100	2	2	1	0	0	0	0	0	0	0
150,000	42	2,716	0	1,106	1,323	2,098	0	0	1,106	1,323	2,098	0	0	1	1	1	-1	-1	-1	-1	-1	-1	0
230,000	45	15,160	14,513	15,221	16,501	10,283	9,086	1,500	3,000	3,000	1,000	1,000	2,140	2	3	1	0	0	0	0	0	0	0
470,000	45	212,948	188,435	182,687	153,366	114,451	122,489	30,000	15,000	5,052	5,000	10,000	15,000	2	2	1	0	0	0	0	0	0	0
20,000	56	9,453	10,143	10,730	12,241	11,748	12,456	1,000	900	2,000	0	900	3,200	1	3	1	1	2	2	2	2	0	1
130,000	26	13,700	18,670	21,362	1,469	7,370	12,554	10,008	6,196	1,470	6,501	5,784	6,030	2	1	2	0	0	0	-1	0	0	0
150,000	64	157,231	153,171	148,994	80,196	74,328	66,806	3	6,103	3,220	3,028	5,052	15,000	2	1	2	1	2	0	0	0	0	0
50,000	24	46,393	50,022	50,895	48,598	47,668	45,400	4,700	2,000	0	2,200	2,000	2,000	2	2	2	0	0	2	2	0	0	0
470,000	38	33,277	34,292	38,423	197,773	202,722	46,980	1,869	5,000	162,546	5,783	1,689	1,977	1	1	1	0	0	0	0	0	0	1
10,000	61	7,700	8,595	9,273	9,774	9,973	9,638	1,293	1,235	1,000	199	193	197	1	3	2	0	0	0	0	0	0	1
40,000	25	26,133	26,896	27,961	28,995	29,612	30,434	1,500	1,500	1,500	1,100	1,300	1,200	2	2	2	0	0	0	0	0	0	1
50,000	45	4,900	7,222	3,150	0	0	0	7,222	3,150	0	0	0	2,977	1	2	1	-1	-1	-1	-1	-2	-2	0
20,000	56	19,977	19,375	18,405	17,680	18,000	19,000	0	0	0	1,500	1,000	1,000	1	2	2	5	4	3	2	2	-2	0
420,000	32	45,060	25,056	24,751	24,984	24,983	23,751	1,407	1,332	963	877	1,000	908	1	1	1	0	0	0	0	0	0	1
360,000	25	947	4,075	6,385	991	4,632	2,014	4,098	6,401	997	4,641	2,014	5	2	2	2	-1	-1	-1	-1	-1	-1	0
380,000	34	194,314	179,206	193,992	174,675	171,253	169,121	9,010	35,000	5,000	6,000	5,000	4,400	1	2	2	0	0	0	0	0	0	0
240,000	36	176,035	196,664	192,140	194,357	205,637	202,417	25,228	0	6,947	14,402	33	7,167	2	1	2	0	0	2	0	0	2	0
90,000	37	91,641	85,906	87,138	87,141	66,964	65,898	3,100	4,300	3,900	2,313	2,378	2,647	1	1	1	0	0	0	0	0	0	0
360,000	51	1,495	1,117	7,062	-3	1,178	-2	1,120	7,065	0	1,181	0	1,758	2	1	1	-2	-2	-2	-2	-2	-2	0
30,000	32	17,578	17,988	20,374	20,738	22,253	24,748	1,000	3,000	1,000	2,170	3,000	0	1	2	2	-1	2	2	2	2	2	0
130,000	27	92,043	61,650	0	0	0	0	2,850	0	0	0	0	0	1	2	2	0	0	0	-2	-2	-2	0
40,000	33	23,330	0	0	0	0	0	0	0	0	0	0	0	1	2	2	0	0	-2	-2	-2	-2	0
240,000	33	239,009	243,242	242,128	216,017	199,069	202,358	15,018	35,521	20,003	7,009	15,018	20,100	1	1	2	0	0	0	0	0	0	0
300,000	43	5,972	1,854	2,105	835	1,761	2,849	1,857	2,109	835	1,761	2,853	6,282	2	2	1	-2	-2	-2	-2	-2	-2	0
20,000	25	11,202	12,228	12,738	11,207	6,720	5,071	1,500	1,005	0	511	1,283	0	2	2	1	2	2	2	2	0	0	1
150,000	28	28,416	37,392	44,547	52,871	57,877	64,020	10,000	10,008	10,012	10,002	8,006	7,005	1	1	2	0	0	0	0	0	0	0
230,000	43	1,156	10,892	20,039	29,045	74,551	92,182	10,000	10,000	10,000	1,681	103,197	3,267	1	1	2	-1	0	0	0	0	0	0
110,000	27	84,342	89,446	38,580	39,359	42,021	43,324	6,657	2,000	1,418	3,306	2,000	2,000	1	2	2	0	0	0	0	0	0	0
100,000	26	780	0	390	390	390	380	0	390	390	390	380	400	2	2	2	-1	-1	-1	-1	-1	-1	0
200,000	34	2,498	2,670	2,967	0	0	0	2,670	2,996	0	0	0	0	1	2	1	-1	-1	-1	-1	-2	-2	0
50,000	28	28,639	29,482	30,455	28,955	25,959	26,144	2,100	2,000	1,000	600	3,000	0	1	1	2	0	0	0	0	0	0	0
270,000	38	11,421	6,060	4,180	1,833	511	6,635	2,000	1,000	2	1	6,668	1,026	2	2	2	-2	-2	-2	-2	-2	-2	0
280,000	51	2,477	3,470	0	0	0	0	3,470	0	0	0	0	1,715	2	2	1	-2	-2	-2	-2	-2	-2	0
30,000	41	25,562	23,250	23,217	21,295	19,076	9,292	0	1,600	1,500	1,000	1,720	0	2	2	2	1	2	0	0	0	0	0
500,000	27	252,881	224,633	486,367	616,836	250,600	296,217	30,032	271,636	30,876	60,044	50,539	100,562	1	1	2	0	0	0	0	0	0	0
370,000	42	291,006	271,452	256,269	200,761	125,646	111,185	12,100	11,295	8,300	5,000	4,600	10,000	2	1	1	0	0	0	0	0	0	0
200,000	35	1,992	8,287	9,427	2,040	16,338	2,076	8,290	9,427	2,240	16,000	2,076	833	2	2	3	-1	-1	-1	-1	0	-1	0
180,000	31	6,383	3,166	13,346	4,195	9,934	3,317	3,200	13,500	4,195	10,000	3,500	5,912	1	1	2	-1	-1	-1	-1	-1	-1	0
300,000	52	583	111,383	111,665	14,325	11,416	10,523	111,665	3,000	14,325	0	0	9,927	2	1	2	-1	-1	0	-1	0	0	0
50,000	25	1,582	300	591	441	741	441	300	591	441	741	441	291	1	2	2	0	-1	-1	-1	-1	-1	0
30,000	49	29,707	28,853	30,107	29,923	29,472	27,729	2,000	3,000	4,000	2,000	4,000	2,000	1	2	1	0	0	0	0	0	0	0
250,000	35	70,767	78,906	84,078	70,507	2,841	12,606	10,000	10,000	10,000	3,000	10,000	5,000	1	1	1	0	0	0	0	-1	0	0
80,000	29	12,393	14,187	13,263	11,045	10,259	5,773	2,022	1,308	506	1,516	1,000	1,000	2	2	2	0	0	0	0	0	0	0
80,000	45	28,775	28,951	26,813	27,383	27,475	27,823	1,442	1,459	1,500	1,000	1,003	1,100	2	2	1	0	0	0	0	0	0	0
250,000	44	98,727	102,134	106,434	107,673	109,780	113,961	5,000	6,000	4,500	4,000	6,000	4,500	1	1	2	0	0	0	0	0	0	0
360,000	30	17,602	5,986	-29	-1,671	87,329	89,608	1,030	37	1,642	89,000	3,000	3,000	2	2	1	0	0	0	-2	-2	-2	0
190,000	27	4,686	5,459	6,214	7,104	8,973	10,809	1,000	1,000	1,000	2,000	2,000	2,000	2	2	2	2	2	2	0	0	0	1
30,000	49	27,838	30,715	29,322	28,015	28,610	28,884	3,330	0	1,148	1,195	910	1,000	2	3	2	0	0	2	0	0	0	0
470,000	37	134,561	226,498	165,474	120,644	119,006	110,780	150,055	7,046	10,000	15,029	15,017	10,023	1	1	1	0	0	0	0	0	0	0
230,000	36	13,809	13,533	13,200	15,789	14,242	15,251	1,533	1,200	2,789	1,242	1,251	1,272	2	3	2	0	0	0	0	0	0	0
60,000	62	57,918	59,878	51,466	50,506	56,373	55,341	3,028	2,006	1,862	6,729	0	2,911	2	1	2	0	0	0	0	0	2	0
210,000	40	1,582	326	3,632	1,967	3,952	10,330	326	3,632	1,967	3,985	10,330	8,000	1	1	1	-1	-1	-1	-1	-1	-1	1
50,000	48	23,694	22,500	20,279	19,816	18,711	17,598	1,635	1,360	1,233	601	591	736	1	2	2	0	0	0	0	0	0	0
230,000	27	47,520	46,256	32,029	31,397	27,834	28,153	2,000	2,500	1,200	2,000	18,000	5,000	2	2	2	0	0	0	0	0	0	0
200,000	29	326	326	326	326	326	326	326	326	326	326	326	326	2	3	2	-1	-1	-1	-1	-1	-1	0
110,000	46	2,410	2,151	2,161	1,719	107,591	107,940	2,151	2,161	1,719	107,591	5,000	3,500	2	2	1	-1	-1	-1	-1	-1	0	0
350,000	25	327,915	342,405	344,459	351,335	143,291	98,042	20,000	9,000	15,076	5,000	4,000	4,000	2	2	2	0	0	2	0	0	0	1
60,000	46	21,148	23,803	24,908	26,034	26,655	27,756	3,000	1,500	1,500	1,000	1,500	1,500	2	2	1	0	0	0	0	0	0	0
50,000	56	31,276	29,179	26,482	16,770	15,529	16,266	1,556	1,247	1,770	700	1,000	1,129	2	2	1	0	0	0	0	0	0	0
210,000	39	7,128	3,605	4,308	3,713	5,133	5,749	3,623	4,315	3,713	5,133	5,749	6,762	1	2	1	-1	-1	-2	-2	-2	-2	0
230,000	43	416	1,099	2,508	976	416	416	1,099	2,508	976	416	416	416	2	3	1	-2	-2	-2	-2	-2	-2	0
180,000	37	121,744	121,125	122,498	123,916	125,661	127,458	4,406	4,397	4,405	4,711	5,040	4,571	1	1	1	0	0	0	0	0	0	0
120,000	26	110,934	99,271	90,066	80,165	78,108	77,588	4,432	2,988	4,492	2,797	2,991	2,900	2	1	2	0	0	0	0	0	0	0
200,000	25	198,890	200,299	181,617	181,994	150,013	150,283	8,058	6,900	7,022	5,300	5,368	5,520	2	1	2	0	0	0	0	0	0	0
20,000	25	17,286	18,199	18,559	19,068	19,053	16,500	1,594	1,344	1,243	618	579	778	1	2	2	0	0	0	0	0	0	1
200,000	69	45,870	46,907	47,952	49,052	49,936	50,977	2,100	2,100	2,200	2,000	2,000	2,011	2	2	1	0	0	0	0	0	0	0
80,000	48	74,658	72,885	47,663	48,350	47,208	46,292	2,500	2,000	2,000	2,000	2,000	2,000	1	2	2	0	0	0	0	0	0	0
570,000	29	4,119	-1,031	5,100	5,150	5,150	5,138	0	11,500	5,200	5,150	5,138	81,438	1	1	2	-1	-1	-1	-1	-1	-1	0
20,000	27	4,734	0	0	0	0	0	0	0	0	0	0	3,187	2	1	2	-1	-1	-2	-2	-2	-2	1
30,000	23	10,732	20,501	20,831	21,231	20,589	31,018	10,000	1,000	1,000	0	13,000	0	1	3	2	2	2	2	2	2	2	0
60,000	66	47,350	51,230	54,784	58,232	61,670	65,120	5,000	5,000	5,000	5,000	5,000	1,000	2	3	1	0	0	2	2	4	4	0
280,000	37	198,823	206,000	0	0	0	0	10,000	0	0	0	0	0	2	2	1	0	0	0	-2	-2	-2	0
160,000	37	119,165	118,392	117,553	113,256	112,678	111,924	6,008	6,011	3,606	3,803	4,003	3,311	1	2	2	0	0	0	0	0	0	0
240,000	47	124,425	131,943	133,457	134,749	132,651	140,600	10,839	5,000	4,800	0	10,000	5,200	2	2	1	1	2	2	2	2	2	1
240,000	41	137,327	133,724	136,539	137,487	141,291	20,143	0	6,702	5,000	6,019	6,099	14,762	2	2	1	1	2	0	0	0	0	1
20,000	27	543	2,070	370	-20	780	0	1,100	5,193	0	800	0	0	1	6	2	-1	-1	-1	-1	-1	-1	0
110,000	46	105,851	108,187	108,015	88,618	71,865	65,629	5,604	4,661	3,560	4,915	0	3,000	2	2	1	0	0	0	0	0	2	0
270,000	35	128,442	131,185	134,297	208,396	106,524	104,447	6,300	6,800	4,000	4,200	7,000	3,000	2	1	1	2	0	0	0	0	0	0
50,000	31	13,815	13,307	12,755	8,400	3,150	0	0	3	17	0	0	0	2	2	1	2	4	3	2	0	0	1
140,000	34	131,138	133,452	136,194	137,490	106,322	104,583	6,300	7,000	5,421	4,000	4,000	4,200	2	3	1	0	0	0	0	0	0	0
20,000	34	18,649	19,727	20,330	20,199	19,609	19,957	1,700	2,000	1,200	0	348	0	2	2	2	0	0	0	0	0	0	0
80,000	40	75,768	78,069	79,196	25,722	26,261	26,784	3,500	2,934	897	929	935	984	2	3	1	0	0	0	0	0	0	0
140,000	37	136,650	137,562	141,347	134,503	137,015	136,581	5,420	6,500	5,000	5,200	5,100	5,000	2	2	1	0	0	0	0	0	0	0
40,000	26	6,223	7,944	8,961	3,090	390	795	2,000	1,196	1,000	1,950	795	1,170	2	1	2	0	0	0	0	-1	-1	1
500,000	52	9,534	9,164	9,285	20,348	10,893	9,697	9,267	9,961	20,390	10,925	9,718	13,021	2	1	1	-2	-2	-2	-2	-2	-2	0
40,000	37	7,613	7,343	15,184	14,643	18,385	17,950	0	8,000	0	4,000	0	6,000	2	2	2	1	2	2	2	2	2	1

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