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
2,013	57	71	15	M	NS	Term	5,464.5	0.10929	0	0	0.001235	8.606211	0.10372	0.011304
2,015	20	32	13	M	S	UL	44,808.699219	0.448087	0	0	0.00039	10.71018	0.370243	0.00087
2,013	66	80	15	M	S	Perm	6,459.815918	0.224658	0	0	0.014161	8.773511	0.202662	0.063032
2,014	2	18	17	M	U	VLSG	9,452.049805	0.378082	0	0	0.000293	9.154093	0.320693	0.000776
2,014	17	33	17	M	U	Other	17,786.09375	0.772603	0	0	0.000785	9.786228	0.572449	0.001016
2,013	39	50	12	F	NS	VLSG	183,287.546875	1.073972	0	0	0.001171	12.118817	0.729466	0.00109
2,018	21	27	7	F	NS	Perm	821.917786	0.00274	0	0	0.000001	6.712856	0.002736	0.000207
2,018	9	10	2	F	U	ULSG	409,589.041992	0.819178	0	0	0.000056	12.922912	0.598385	0.000069
2,018	23	34	12	F	NS	Term	22,876.712891	0.915069	0	0	0.000298	10.037918	0.649753	0.000325
2,016	46	51	6	F	NS	Term	266,438.5	1.065754	0	0	0.000965	12.492902	0.725495	0.000906
2,014	36	47	12	F	NS	Perm	27,741.761719	0.276712	0	0	0.000239	10.23073	0.244288	0.000864
2,019	64	96	33	M	NS	UL	79,365.760742	2.575342	0	0	0.580793	11.281835	1.274061	0.225521
2,018	34	52	19	F	NS	Term	176,027.390625	0.70411	0	0	0.000972	12.078401	0.533043	0.00138
2,015	18	31	14	M	NS	Perm	3,917.810059	0.060274	0	0	0.00003	8.273543	0.058527	0.00049
2,017	65	71	7	F	NS	UL	77,808.203125	1.556164	0	0	0.008477	11.262015	0.938508	0.005448
2,016	39	50	12	F	NS	Term	3,665,644.75	6.854999	0	0	0.007709	15.114515	2.06115	0.001125
2,018	59	59	1	F	S	Perm	50,982.431038	2.947945	0	0	0.004097	10.839256	1.373195	0.00139
2,016	59	86	28	M	NS	ULSG	1,890.412476	0.252055	0	0	0.020616	7.545079	0.224786	0.081793
2,016	59	68	10	M	NS	Term	3,359,378	11.912995	0	0	0.08783	15.027267	2.558234	0.007373
2,017	43	78	36	M	U	Perm	3,305,072.25	219.208221	12	185,596	8.228245	15.010969	5.394574	0.037536
2,017	40	69	30	F	S	UL	808,582.125	28.887674	1	30,000	0.588547	13.603039	3.397446	0.020374
2,018	48	56	9	M	NS	Term	9,431,506.78125	9.115069	0	0	0.017883	16.059567	2.314026	0.001962
2,019	34	68	35	F	NS	UL	555,402.419189	16.221918	0	0	0.10137	13.22745	2.846183	0.006249
2,018	66	75	10	M	S	ULSG	155,947.043213	3.082192	0	0	0.112234	11.957278	1.406634	0.036414
2,015	18	25	8	F	S	ULSG	397,876.71875	6.210959	0	0	0.00205	12.8939	1.975602	0.00033
2,019	12	12	1	M	U	ULSG	4,515,616.5625	4.035616	0	0	0.000388	15.323053	1.616536	0.000096
2,012	75	76	2	F	NS	Term	72,054.796875	0.720548	0	0	0.002873	11.185196	0.542643	0.003987
2,018	49	80	32	F	S	Term	2,291.506836	1.347945	0	0	0.068308	7.737401	0.853541	0.050676
2,019	26	29	4	F	S	Term	58,904.109375	0.117808	0	0	0.000034	10.983683	0.11137	0.000284
2,019	53	72	20	F	NS	Perm	9,794.520508	0.391781	0	0	0.003582	9.18968	0.330584	0.009143
2,013	58	81	24	F	NS	UL	88,767.101563	0.887671	0	0	0.027837	11.393783	0.635344	0.031359
2,014	34	36	3	F	NS	Term	1,172,712.625	9.375345	0	0	0.001978	13.974831	2.339432	0.000211
2,018	23	29	7	F	NS	Term	101,369.859375	0.20274	0	0	0.000042	11.526541	0.184602	0.000207
2,018	23	29	7	F	NS	Term	101,369.859375	0.20274	0	0	0.000044	11.526541	0.184602	0.000217
2,015	40	55	16	M	NS	Term	1,571,037.5	0.628415	0	0	0.00142	14.267247	0.487607	0.00226
2,018	39	49	11	M	NS	Other	52,070.048828	1.147945	0	0	0.001284	10.860364	0.764512	0.001118
2,015	40	54	15	F	NS	Term	66,849.351563	0.915069	0	0	0.001409	11.110212	0.649754	0.00154
2,019	36	64	29	F	NS	VL	677,627.103516	4.983562	0	0	0.022538	13.426354	1.789016	0.004522
2,014	48	63	16	F	NS	Term	1,136,348.5	15.961643	0	0	0.061427	13.943331	2.830955	0.003848
2,012	43	66	24	M	S	Term	90,273.953125	1.205479	1	80,000	0.024442	11.410615	0.790945	0.020276
2,019	55	81	27	M	NS	VL	204,164.390625	0.443836	0	0	0.018758	12.226686	0.367303	0.042264
2,018	36	39	4	F	NS	Perm	4,848,289.259766	1.750685	0	0	0.000552	15.394137	1.01185	0.000315
2,017	22	52	31	F	NS	Perm	4,519,829	132.235626	0	0	0.185982	15.323985	4.892119	0.001406
2,017	38	44	7	F	NS	Term	315,739	4.328767	0	0	0.002315	12.662674	1.67312	0.000535
2,015	37	49	13	F	NS	Term	31,927,540	27.079456	0	0	0.027892	17.27898	3.335038	0.00103
2,015	60	71	12	F	NS	Perm	1,849.324951	0.073973	0	0	0.000516	7.523117	0.071365	0.00698
2,014	0	4	5	F	U	VL	386,866.65625	6.909591	0	0	0.000418	12.865838	2.068076	0.00006
2,019	66	80	15	M	S	Perm	95,616.4375	0.956164	0	0	0.057997	11.46811	0.670986	0.060656
2,018	53	65	13	F	U	Perm	18,630.136719	0.186301	0	0	0.001142	9.832589	0.17084	0.006131
2,015	22	22	1	F	NS	VL	435,616.5	0.290411	0	0	0.000044	12.98452	0.254961	0.00015
2,014	36	50	15	F	NS	Perm	5,573.946777	0.515068	0	0	0.00059	8.626038	0.41546	0.001145
2,019	52	93	42	F	U	Other	7,406.240967	9.756164	0	0	1.541609	8.910213	2.375479	0.158014
2,019	32	67	36	F	NS	UL	1,798,657.644043	59.090411	0	0	0.336792	14.402552	4.09585	0.0057
2,012	32	40	9	M	S	Term	1,696,115.75	3.156164	0	0	0.00415	14.343852	1.424593	0.001315
2,018	28	33	6	F	NS	Term	390,890.40625	1.161644	0	0	0.00024	12.876185	0.770869	0.000207
2,015	39	41	3	M	NS	Perm	289,882.34375	0.739726	0	0	0.000288	12.577234	0.553728	0.00039
2,014	29	45	17	F	NS	Perm	952,807.625	3.490411	0	0	0.002701	13.767169	1.501944	0.000774
2,019	3	17	15	F	NS	Perm	244,856.856445	9.59726	0	0	0.002526	12.408433	2.360595	0.000263
2,018	46	50	5	F	S	Term	413,698.625	0.827397	0	0	0.001729	12.932895	0.602893	0.00209
2,012	16	34	19	F	U	UL	902,360.25	7.763083	0	0	0.004253	13.71277	2.170548	0.000548
2,018	34	53	20	M	NS	Term	589,041.125	0.589041	0	0	0.001219	13.286253	0.463131	0.00207
2,018	30	59	30	F	NS	Term	4,781,452.0625	39.345205	0	0	0.108205	15.380255	3.697473	0.00275
2,015	38	65	28	F	S	UL	948,465.625	30.394522	0	0	0.412454	13.762602	3.446633	0.01357
2,015	35	39	5	M	NS	VLSG	5,713,013.5	10.010959	0	0	0.003804	15.558257	2.398891	0.00038
2,014	30	71	42	M	U	Perm	2,363,745.75	7.164385	0	0	0.119549	14.675759	2.099781	0.016687
2,015	43	56	14	F	NS	Perm	109,536.640625	7.983562	0	0	0.015328	11.604024	2.195396	0.00192
2,018	48	66	19	M	U	UL	31,758.904297	0.252055	0	0	0.002539	10.36596	0.224786	0.010075
2,018	42	49	8	F	NS	Term	30,541,818.96875	26.383562	0	0	0.020545	17.234607	3.309943	0.000779
2,018	22	22	1	F	NS	ULSG	608,219.195313	2.432877	0	0	0.00036	13.318292	1.233399	0.000148
2,018	18	19	2	F	NS	Perm	2,353,037.058594	20.20274	0	0	0.005364	14.671218	3.05413	0.000266
2,016	57	85	29	M	S	Perm	729,289.1875	21.72134	1	34,310	2.112401	13.499827	3.123305	0.09725
2,016	18	20	3	F	U	Term	609,505.1875	5.627839	0	0	0.001456	13.320404	1.891279	0.000259
2,018	52	72	21	M	NS	Perm	2,160,274.007813	4.10137	0	0	0.054919	14.585746	1.629509	0.01339
2,016	40	59	20	F	NS	UL	2,604,428.75	43.202415	0	0	0.122108	14.772724	3.788779	0.002826
2,014	29	40	12	F	S	Perm	478,794.1875	4.40822	0	0	0.005758	13.079028	1.68792	0.001306
2,015	34	42	9	F	S	Term	386,612	1.546448	0	0	0.001964	12.865179	0.934699	0.00127
2,018	81	92	12	M	NS	UL	27,205,480	2.035616	0	0	0.338909	17.118929	1.110415	0.16649
2,016	35	44	10	F	S	Term	321,275.65625	2.836044	0	0	0.004262	12.680058	1.344442	0.001503
2,019	41	43	3	M	NS	ULSG	14,246.575195	0.356164	0	0	0.000163	9.564342	0.30466	0.000458
2,014	48	59	12	M	S	Term	862,438.5	7.821919	0	0	0.07266	13.66752	2.177239	0.009289
2,018	40	54	15	F	NS	VL	1,405,042.492188	4.452055	0	0	0.007065	14.155579	1.695993	0.001587
2,018	32	37	6	F	S	Term	77,808.21875	0.389041	0	0	0.000284	11.262015	0.328614	0.000729
2,013	36	45	10	F	NS	Term	33,422,622	124.078224	0	0	0.07767	17.324744	4.828939	0.000626
2,012	29	37	9	M	NS	Term	353,755.25	3.115421	0	0	0.001397	12.776363	1.414741	0.000449
2,014	29	50	22	M	NS	Perm	547,519.75	16.786303	0	0	0.02872	13.213156	2.878429	0.001711
2,013	35	47	13	F	U	Perm	238,356.25	0.953425	0	0	0.001078	12.381526	0.669584	0.001131
2,018	37	53	17	M	NS	VL	25,616.4375	0.093151	0	0	0.000174	10.151029	0.089064	0.001864
2,017	20	31	12	M	NS	VL	42,349.5	0.084699	0	0	0.000038	10.653736	0.081303	0.000444
2,012	41	53	13	F	S	VL	189,292.34375	0.926304	0	0	0.003825	12.151053	0.655603	0.004129
2,014	70	76	7	M	NS	UL	270,897.75	9.161644	0	0	0.117285	12.5095	2.31862	0.012802
2,016	41	46	6	F	NS	Term	1,123,517.75	9.479167	0	0	0.005943	13.931976	2.349389	0.000627
2,015	64	70	7	M	NS	Term	346,301.5	1.364384	0	0	0.009373	12.755068	0.860518	0.00687
2,016	18	27	10	F	NS	Term	57,103.800781	0.571038	0	0	0.000159	10.952643	0.451737	0.000279
2,016	18	27	10	F	NS	Term	57,103.800781	0.571038	0	0	0.000159	10.952643	0.451737	0.000279
2,016	0	3	4	M	U	Term	7,177,358.5	287.09436	0	0	0.028435	15.786442	5.663288	0.000099
2,017	58	67	10	M	NS	Term	1,397,259	0.465753	0	0	0.003049	14.150024	0.382369	0.006546
2,016	68	79	12	F	NS	ULSG	1,088,155.625	3.092896	0	0	0.066056	13.899996	1.409253	0.021357
2,019	70	74	5	M	NS	Term	120,904.109375	1.205479	0	0	0.011386	11.702761	0.790945	0.009445
2,018	21	21	1	M	NS	Term	61,917.808594	2.476712	0	0	0.001118	11.033579	1.246087	0.000451
2,016	42	46	5	M	NS	Term	39,889,624	118.022903	0	0	0.080916	17.501627	4.779316	0.000686

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