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SkylineYang
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Default_Prediction

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train · 1.05M rows

Unnamed: 0 int64	ORIG_AMT int64	ORIG_TRM int64	NUM_BO int64	DTI int64	PROP_TYP string	reperformance_flag int64	Loan.Age int64	VinYr int64	FicoBkt int64	LAST_VAL float64	MLTV int64	Default int64	STATE string
1	95	360	2	30	SF	0	10	2,000	780	105.298846	90	-1	IL
2	95	360	1	55	SF	0	44	2,000	740	214.892455	45	-1	IL
3	242	360	1	50	SF	0	11	2,000	700	331.233585	75	-1	CA
4	92	360	2	50	SF	0	3	2,000	780	101.799593	95	-1	OH
5	155	360	2	30	SF	0	22	2,000	780	268.251889	60	-1	MN
6	117	360	1	35	SF	1	24	2,000	780	145.746263	80	-1	AZ
7	107	360	2	35	SF	0	5	2,000	740	154.14939	70	-1	WI
8	210	360	2	40	SF	0	22	2,000	780	316.09086	65	-1	MD
9	123	360	2	15	SF	0	38	2,000	740	185.129773	65	-1	TX
10	78	360	2	45	SF	0	17	2,000	780	107.644382	75	-1	MO
11	105	180	2	35	SF	0	41	2,000	620	195.817983	40	-1	GA
12	37	360	2	20	SF	1	202	2,000	620	100.310232	35	0	WI
13	136	360	1	30	SF	0	29	2,000	780	179.906619	75	-1	OH
14	109	360	2	45	CO	0	11	2,000	700	124.661141	90	-1	NY
15	145	360	1	45	CO	0	15	2,000	740	188.820911	80	-1	CA
16	250	360	2	55	SF	0	5	2,000	780	360.995819	70	-1	VA
17	47	360	1	40	SF	0	26	2,000	780	60.966918	75	-1	IL
18	160	180	1	45	SF	0	13	2,000	660	261.145642	60	-1	MA
19	165	360	2	50	SF	1	49	2,000	660	358.054967	45	-1	FL
20	59	300	2	40	SF	0	28	2,000	840	119.273161	50	-1	CA
21	52	360	1	35	SF	0	203	2,000	700	107.207876	35	0	MS
22	200	360	2	45	SF	0	5	2,000	660	246.637551	85	-1	MA
23	108	360	1	55	SF	0	31	2,000	740	151.533534	70	-1	AL
24	212	360	2	25	SF	0	3	2,000	780	294.115279	75	-1	MA
25	110	180	1	35	SF	0	17	2,000	740	170.331412	65	-1	TN
26	193	360	2	45	SF	0	24	2,000	740	227.943637	85	-1	PA
27	97	360	1	20	SF	0	32	2,000	840	121.663875	80	-1	TX
28	130	360	1	20	SF	1	23	2,000	780	196.674351	65	-1	CT
29	144	360	1	35	SF	0	5	2,000	700	157.740349	95	-1	GA
30	68	360	2	25	SF	0	22	2,000	740	110.574146	65	-1	PA
31	150	360	2	20	SF	1	12	2,000	700	217.638015	70	-1	NJ
32	66	360	2	40	SF	0	20	2,000	700	74.507428	90	-1	IN
33	59	180	2	15	SF	1	62	2,000	740	151.510221	35	-1	FL
34	59	360	1	35	SF	0	30	2,000	620	95.321333	70	0	KS
35	145	360	2	35	SF	0	11	2,000	700	168.306731	90	-1	NJ
36	193	360	1	45	SF	0	24	2,000	700	273.582777	70	-1	AR
37	320	180	2	45	SF	0	36	2,000	780	685.839537	45	-1	NY
38	62	360	2	15	SF	0	47	2,000	700	82.897313	75	-1	NM
39	37	360	1	35	CO	1	69	2,000	620	138.647705	30	-1	DC
40	125	356	2	35	SF	0	24	2,000	660	149.793807	85	-1	WI
41	120	360	2	35	SF	0	15	2,000	660	148.105221	80	-1	VA
42	86	360	1	45	SF	0	21	2,000	780	124.391038	70	-1	OH
43	186	360	1	30	CO	0	14	2,000	620	256.954385	75	-1	IL
44	107	360	2	50	SF	0	30	2,000	780	218.750093	50	-1	OH
45	155	360	2	45	SF	0	5	2,000	740	176.949135	90	-1	MD
46	37	360	2	20	SF	1	202	2,000	620	100.310232	35	0	WI
47	52	360	1	35	SF	0	203	2,000	700	107.207876	35	0	MS
48	155	360	2	45	SF	0	5	2,000	740	176.949135	90	-1	MD
49	44	360	1	40	SF	0	108	2,000	700	59.915637	80	0	MI
50	18	360	1	40	SF	0	204	2,000	620	24.911088	55	0	OH
51	60	180	1	35	SF	0	31	2,000	780	148.426664	40	-1	MS
52	119	360	2	35	SF	1	50	2,000	660	167.787976	70	-1	NC
53	105	360	1	15	SF	0	20	2,000	780	143.178319	75	-1	NC
54	194	360	1	40	SF	0	9	2,000	780	236.030543	85	-1	CA
55	198	360	2	20	SF	0	23	2,000	700	242.9319	85	-1	NM
56	180	360	2	40	SF	0	10	2,000	660	291.596805	65	-1	IL
57	253	360	2	20	SF	1	26	2,000	660	568.28832	45	-1	CA
58	182	360	2	30	SF	0	4	2,000	780	244.113332	75	-1	CO
59	230	360	2	40	SF	0	8	2,000	740	410.035106	60	-1	NC
60	217	360	2	35	SF	0	6	2,000	780	285.623121	80	-1	IL
61	166	360	2	20	SF	0	30	2,000	780	232.912654	70	-1	AL
62	80	360	2	40	SF	1	17	2,000	780	117.6847	70	-1	MN
63	163	360	2	25	SF	0	29	2,000	780	247.573656	65	-1	DE
64	187	360	1	60	SF	0	11	2,000	780	247.77152	45	-1	KY
65	70	360	1	60	SF	1	15	2,000	780	96.131141	75	-1	FL
66	172	180	2	40	SF	0	20	2,000	740	255.598023	65	-1	OH
67	145	360	1	40	SF	1	11	2,000	740	260.756005	60	-1	DC
68	152	360	2	25	SF	0	16	2,000	780	213.01377	75	-1	AZ
69	132	360	1	35	CO	0	14	2,000	840	146.060286	90	-1	OH
70	144	360	2	45	SF	0	5	2,000	780	189.537923	80	-1	IL
71	55	360	2	40	SF	0	17	2,000	740	137.359581	40	-1	MA
72	174	360	1	60	SF	0	7	2,000	740	192.86315	90	-1	IL
73	90	360	1	35	SF	0	32	2,000	740	138.73101	65	-1	GA
74	49	360	2	20	SF	0	100	2,000	780	84.945187	15	-1	WA
75	79	360	1	45	SF	0	57	2,000	740	183.63543	45	-1	CT
76	78	180	1	50	CO	0	9	2,000	740	105.933378	75	-1	NY
77	166	360	2	30	SF	0	5	2,000	700	193.935001	90	-1	MA
78	115	360	1	45	SF	0	12	2,000	740	232.826317	50	-1	CO
79	101	360	2	65	SF	0	12	2,000	700	131.165609	80	-1	KS
80	71	276	1	35	SF	0	43	2,000	620	152.983341	45	-1	DC
81	78	360	1	40	SF	0	46	2,000	740	132.592092	60	-1	NJ
82	252	360	1	30	SF	0	35	2,000	740	451.315298	55	-1	NY
83	126	360	1	40	SF	0	9	2,000	840	142.235432	90	-1	CA
84	164	360	2	30	SF	0	5	2,000	620	221.63712	75	-1	WA
85	25	120	2	20	SF	0	32	2,000	780	98.779322	25	-1	IN
86	121	360	1	35	SF	0	12	2,000	660	135.531998	90	-1	NY
87	135	180	1	25	CO	0	24	2,000	780	508.036118	25	-1	FL
88	176	180	2	40	SF	0	21	2,000	700	383.564947	45	-1	MN
89	72	240	1	40	SF	1	33	2,000	660	147.196324	50	-1	OH
90	80	360	2	35	SF	0	17	2,000	660	115.238866	70	-1	MI
91	200	360	2	35	SF	0	12	2,000	660	310.037578	65	-1	WA
92	190	360	2	65	SF	1	11	2,000	840	419.933911	45	-1	VA
93	73	360	2	40	SF	0	77	2,000	740	128.066886	55	-1	WI
94	80	360	1	55	SF	1	17	2,000	620	207.022468	40	-1	NJ
95	40	180	1	15	SF	0	20	2,000	740	90.292067	45	-1	LA
96	71	360	1	45	SF	0	20	2,000	780	78.499313	90	-1	IN
97	173	180	2	50	SF	0	37	2,000	840	728.410973	25	-1	SC
98	161	240	2	30	SF	0	33	2,000	660	322.594043	50	-1	CO
99	44	360	1	40	SF	0	108	2,000	700	59.915637	80	0	MI
100	238	360	1	50	SF	0	4	2,000	740	353.778772	70	-1	TX

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