Split (1)

train · 132k rows

Observation_Year int64 2.01k 2.02k	Issue_Age int64 0 100	Attained_Age int64 0 119	Duration int64 1 95	Sex stringclasses 2 values	Smoker_Status stringclasses 3 values	Insurance_Plan stringclasses 7 values	Amount_Exposed float64 0.17 666M	Policies_Exposed float64 0 10.9k	Death_Count int64 0 112	Death_Claim_Amount float64 0 15M	ExpDth_VBT2015wMI_Cnt float64 0 135	Log_Amount_Exposed float64 0.15 20.3	Log_Policies_Exposed float64 0 9.29	Expected_Mortality_Rate float64 0 0.5
2,015	24	32	9	M	NS	Term	586,748.375	0.972677	0	0	0.000331	13.282353	0.679391	0.00034
2,015	35	45	11	F	NS	Term	1,565,055	9.843837	0	0	0.006497	14.263432	2.383597	0.00066
2,015	16	30	15	M	U	UL	538,309.6875	4.712914	0	0	0.003959	13.196191	1.742729	0.00084
2,018	65	85	21	M	NS	ULSG	41,643.834961	1.484932	1	30,000	0.105051	10.636933	0.910245	0.070745
2,015	54	65	12	M	NS	Term	10,872,204	39.808216	0	0	0.215362	16.20172	3.708883	0.00541
2,017	29	48	20	M	NS	Term	11,027.400391	0.441096	0	0	0.000592	9.308229	0.365404	0.001343
2,015	35	43	9	M	NS	VL	790,102.3125	2.600846	0	0	0.001769	13.579919	1.281169	0.00068
2,018	27	55	29	F	S	Perm	228,767.125	0.915069	0	0	0.004366	12.340464	0.649753	0.004771
2,014	30	38	9	M	NS	Term	2,431,507.5	0.972603	0	0	0.00044	14.704022	0.679354	0.000453
2,015	58	89	32	F	U	UL	220,931.203125	3.382163	0	0	0.363447	12.305611	1.477542	0.10746
2,015	50	68	19	M	NS	Term	256,694	1.47541	0	0	0.012054	12.455644	0.906406	0.00817
2,016	23	52	30	M	S	ULSG	145,105.90625	2.902118	0	0	0.014014	11.885226	1.361519	0.004829
2,019	29	51	23	F	NS	Term	124,657.53125	0.49863	0	0	0.000626	11.733334	0.404551	0.001256
2,016	11	23	13	F	U	VL	1,257,414.25	9.058524	0	0	0.003155	14.044569	2.30842	0.000348
2,019	49	66	18	M	NS	VL	4,679,594.03125	8.282192	1	500,000	0.054168	15.358722	2.228098	0.00654
2,016	39	46	8	M	NS	VL	31,420.75	0.628415	0	0	0.000493	10.355256	0.487607	0.000785
2,015	79	81	3	F	NS	Perm	42,615.015625	0.334247	0	0	0.003349	10.659985	0.288367	0.01002
2,012	36	43	8	F	S	UL	496,460.71875	8.153238	0	0	0.010587	13.115262	2.214108	0.001299
2,016	24	40	17	M	NS	Term	254,931.40625	0.986301	0	0	0.000823	12.448754	0.686274	0.000835
2,018	47	54	8	F	NS	Term	1,119,178.125	0.761644	0	0	0.000908	13.928106	0.566247	0.001193
2,015	42	51	10	F	NS	Term	894,191.75	3.161644	0	0	0.003415	13.703677	1.42591	0.00108
2,014	59	61	3	F	S	UL	3,339.601807	0.358904	0	0	0.001763	8.113906	0.306678	0.004914
2,017	46	54	9	M	NS	Term	2,370,888.5	17.149729	0	0	0.026921	14.678776	2.898656	0.00157
2,013	50	60	11	F	NS	Term	371,179.21875	0.701372	0	0	0.001742	12.824443	0.531435	0.002484
2,013	67	95	29	M	NS	UL	231,097.171875	1.282192	0	0	0.272003	12.350598	0.825136	0.212139
2,018	32	41	10	M	NS	Term	5,380,931.523438	10.761644	0	0	0.006968	15.498372	2.464844	0.000647
2,012	48	62	15	F	NS	Term	7,671.25	0.153425	0	0	0.000534	8.945365	0.142736	0.00348
2,019	33	68	36	M	S	UL	21,808.21936	0.808219	0	0	0.018072	9.990088	0.592342	0.02236
2,018	26	41	16	F	S	UL	294,624.701965	8.079452	0	0	0.011707	12.593461	2.206014	0.001449
2,017	23	30	8	M	NS	UL	307,973.375	5.681594	0	0	0.001851	12.637772	1.899357	0.000326
2,019	61	62	2	F	NS	UL	372,188.3125	0.717808	0	0	0.000725	12.827158	0.541049	0.00101
2,012	44	72	29	F	U	UL	9,153.009766	0.915301	0	0	0.013761	9.121947	0.649875	0.015035
2,018	32	66	35	F	NS	UL	25,018.912837	2.810959	0	0	0.014685	10.127427	1.337881	0.005224
2,013	30	56	27	F	S	UL	77,112.71875	2.572602	0	0	0.013896	11.253036	1.273294	0.005402
2,018	44	44	1	F	NS	Perm	331,095.882813	3.054795	0	0	0.000572	12.710166	1.3999	0.000187
2,019	23	27	5	M	S	Term	36,438.355469	0.364384	0	0	0.000206	10.503405	0.310703	0.000565
2,013	49	51	3	F	S	Term	42,465.75	0.849315	0	0	0.001466	10.656477	0.614815	0.001726
2,014	46	51	6	M	S	Term	2,811,192	19.786304	0	0	0.061532	14.84912	3.034294	0.00311
2,014	61	62	2	F	NS	VL	14,246.599609	0.071233	0	0	0.000074	9.564344	0.06881	0.001035
2,017	59	76	18	F	NS	Term	11,164.384766	2.232877	1	5,000	0.033483	9.320574	1.173372	0.014995
2,015	55	65	11	F	NS	Term	7,671.200195	0.038356	0	0	0.000141	8.945359	0.037639	0.00367
2,017	66	68	3	M	NS	Term	1,032,739.6875	8.452054	0	0	0.032877	13.847727	2.246232	0.00389
2,012	57	60	4	F	NS	Term	2,252,920	4.50584	0	0	0.007588	14.627738	1.705809	0.001684
2,017	68	77	10	F	NS	Term	728,768	0.364384	0	0	0.005717	13.499112	0.310703	0.015689
2,018	51	65	15	M	S	Term	54,383.55957	1.087671	0	0	0.018	10.903836	0.736049	0.016549
2,017	12	77	66	F	U	Perm	403,572	128.580826	1	1,000	3.169828	12.908113	4.864305	0.024652
2,013	61	76	16	F	NS	UL	21,506.849609	0.860274	0	0	0.012933	9.976173	0.620724	0.015033
2,015	34	35	2	M	NS	VLSG	16,438.349609	0.328767	0	0	0.000056	9.707433	0.284251	0.00017
2,019	38	41	4	M	NS	Term	12,226,097.456543	44.145205	0	0	0.018933	16.319083	3.809884	0.000429
2,013	20	22	3	F	NS	Term	11,452.05957	0.572603	0	0	0.000133	9.346012	0.452732	0.000232
2,018	38	43	6	F	NS	Term	5,444,355.078125	18.50685	0	0	0.009121	15.51009	2.970766	0.000493
2,014	70	74	5	M	NS	ULSG	908,707.4375	16.756166	0	0	0.157508	13.71978	2.876733	0.0094
2,017	37	50	14	M	NS	Term	61,907,604	50.676712	0	0	0.069044	17.941154	3.945007	0.001362
2,019	52	69	18	M	NS	Term	676,246.578125	2.243836	0	0	0.019421	13.424315	1.176756	0.008655
2,019	36	41	6	M	NS	Term	2,049,109.566406	7.126027	0	0	0.003334	14.532916	2.095072	0.000468
2,012	0	12	13	F	U	Perm	247,845.078125	44.882423	0	0	0.00321	12.420563	3.826082	0.000072
2,017	60	76	17	F	NS	Term	548	0.00274	0	0	0.000044	6.308098	0.002736	0.015907
2,019	44	68	25	M	NS	UL	219,999.996094	2.2	0	0	0.019664	12.301387	1.163151	0.008938
2,019	37	73	37	M	S	UL	10,136.986328	0.20274	0	0	0.007723	9.224045	0.184602	0.038092
2,019	40	45	6	M	NS	ULSG	188,913.789063	2.413699	0	0	0.0016	12.149051	1.227796	0.000663
2,014	6	26	21	M	NS	ULSG	215,288.84375	3.794521	0	0	0.003361	12.279741	1.567474	0.000886
2,018	56	58	3	M	NS	Term	9,260,274	0.926027	0	0	0.001635	16.041244	0.65546	0.001766
2,012	44	50	7	F	NS	Term	4,063,370.75	15.345852	0	0	0.013233	15.217524	2.793974	0.000862
2,018	42	67	26	M	NS	Term	24,589.041016	0.983562	0	0	0.008124	10.110097	0.684894	0.00826
2,013	47	48	2	F	NS	UL	4,213,411.5	77.375351	0	0	0.022655	15.253783	4.361509	0.000293
2,017	44	45	2	M	NS	ULSG	61,783.050781	1.20506	0	0	0.000547	11.031401	0.790755	0.000454
2,018	39	44	6	M	NS	Term	11,917,808	1.906849	0	0	0.001178	16.293544	1.06707	0.000618
2,017	69	69	1	F	NS	Term	764,383.375	2.79178	0	0	0.00412	13.546826	1.332836	0.001476
2,018	45	58	14	M	NS	Term	45,205.480469	0.090411	0	0	0.00025	10.718996	0.086555	0.002766
2,019	38	54	17	M	NS	Term	361,643.84375	0.361644	0	0	0.000698	12.798418	0.308693	0.00193
2,012	55	74	20	M	S	UL	17,397.265625	1.230137	0	0	0.050523	9.764126	0.802063	0.041071
2,014	38	68	31	M	NS	Other	172,828.546875	3.038356	0	0	0.028438	12.060061	1.395838	0.00936
2,019	24	42	19	M	S	Term	37,808.21875	0.378082	0	0	0.000829	10.540308	0.320693	0.002193
2,019	63	67	5	F	NS	Term	80,547.945313	0.805479	0	0	0.002987	11.29662	0.590826	0.003708
2,016	47	82	36	F	S	Perm	131,898.125	2.008556	0	0	0.129212	11.789793	1.10146	0.064331
2,012	63	85	23	M	NS	Perm	2,535,982.75	0.885246	0	0	0.064941	14.746092	0.634058	0.073359
2,014	64	77	14	F	NS	ULSG	2,449,314	0.816438	0	0	0.013142	14.711319	0.596877	0.016097
2,015	67	77	11	M	NS	Perm	16,726.65625	1.570664	0	0	0.031476	9.724819	0.944164	0.02004
2,016	45	57	13	M	U	Term	67,123.296875	0.671233	0	0	0.002494	11.114301	0.513562	0.003716
2,017	51	52	2	M	NS	Term	1,191,780	1.19178	0	0	0.000965	13.990959	0.784714	0.00081
2,014	49	64	16	F	NS	VLSG	155,990.703125	0.131507	0	0	0.000529	11.957558	0.12355	0.004019
2,018	42	69	28	M	NS	Term	957.904114	0.178082	0	0	0.001901	6.865791	0.163888	0.010673
2,013	22	32	11	M	S	Perm	105,152.960938	0.410787	0	0	0.000325	11.563181	0.344148	0.00079
2,012	62	89	28	M	NS	Perm	1,431,090	22.817577	5	292,136	2.979072	14.173948	3.170424	0.13056
2,018	43	47	5	F	NS	Term	5,641,369.785156	10.564383	0	0	0.006873	15.545638	2.44793	0.000651
2,012	18	24	7	M	NS	VL	97,671.25	0.969863	0	0	0.000702	11.489373	0.677964	0.000724
2,014	49	51	3	F	S	ULSG	89,657.546875	1.791781	0	0	0.003223	11.403764	1.02668	0.001799
2,016	40	58	19	F	NS	Term	3,425,342.5	6.079452	0	0	0.014642	15.046712	1.957197	0.002408
2,018	53	60	8	F	NS	Other	56,279.292969	0.79726	0	0	0.001721	10.9381	0.586263	0.002159
2,018	49	54	6	M	NS	Term	959,117.835938	2.846575	0	0	0.004356	13.77377	1.347183	0.00153
2,014	59	67	9	M	NS	Term	5,813,081.5	20.260271	0	0	0.128664	15.575622	3.05684	0.006351
2,015	55	61	7	M	NS	VLSG	326,037.34375	1.786301	0	0	0.005145	12.69477	1.024715	0.00288
2,019	31	34	4	M	NS	Term	12,381.545532	0.2	0	0	0.000051	9.424043	0.182322	0.000253
2,018	24	48	25	M	NS	UL	15,958,831.410828	249.643837	0	0	0.41632	16.585523	5.524033	0.001668
2,017	34	40	7	M	NS	ULSG	16,335,535	28.465754	0	0	0.012928	16.608853	3.383229	0.000454
2,015	19	41	23	M	NS	Term	31,718.619141	2.221177	0	0	0.002799	10.364691	1.169747	0.00126
2,017	66	70	5	M	NS	ULSG	406,693.375	14.895891	0	0	0.097062	12.915817	2.766061	0.006516
2,015	19	44	26	M	NS	Term	2,213.11499	0.147541	0	0	0.000224	7.702608	0.137621	0.00152
2,019	33	48	16	M	NS	Term	9,505,359	31.835617	0	0	0.040029	16.067366	3.491514	0.001257
2,018	73	74	2	F	NS	VLSG	281,407.3125	0.813699	0	0	0.002454	12.547562	0.595368	0.003016

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