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
2,012	43	44	2	M	S	VL	71,075.3125	1.196916	0	0	0.001269	11.171509	0.787055	0.00106
2,015	40	42	3	M	NS	Term	3,835.600098	0.038356	0	0	0.000016	8.252342	0.037639	0.00043
2,019	42	56	15	M	S	ULSG	1,972,602.75	0.986301	0	0	0.006364	14.494865	0.686274	0.006453
2,017	53	70	18	M	S	Term	82,191.796875	0.821918	0	0	0.022031	11.316823	0.59989	0.026805
2,019	31	35	5	F	NS	Term	2,115,755.260742	7.816439	0	0	0.001687	14.564923	2.176618	0.000216
2,018	63	86	24	F	NS	Perm	784,753.40625	1.353425	0	0	0.080774	13.573126	0.855872	0.059681
2,019	27	51	25	F	S	Term	38,596.836304	0.142466	0	0	0.000458	10.560952	0.133189	0.003218
2,013	56	67	12	M	NS	Term	3,233,098.25	5.572602	0	0	0.03731	14.988952	1.88291	0.006695
2,016	54	57	4	F	NS	UL	308,516.875	2.583592	0	0	0.0036	12.639535	1.276366	0.001393
2,015	59	69	11	M	NS	Term	811,748.625	1.431694	0	0	0.011826	13.606947	0.888588	0.00826
2,013	56	68	13	M	NS	Perm	2,872,460.75	2.613699	0	0	0.020491	14.87068	1.284732	0.00784
2,013	34	54	21	M	NS	Term	2,387,288	8.778083	0	0	0.02045	14.685669	2.280143	0.00233
2,014	29	30	2	F	NS	ULSG	41,154,680	78.019173	0	0	0.009407	17.532848	4.369691	0.000121
2,014	40	60	21	M	S	Perm	450,681.28125	1.517808	0	0	0.015077	13.018518	0.923389	0.009933
2,017	36	43	8	F	NS	Term	42,466	0.084932	0	0	0.000044	10.656483	0.081517	0.000515
2,016	29	40	12	M	NS	VL	37,397.25	0.309589	0	0	0.000212	10.529379	0.269713	0.000686
2,019	35	73	39	M	U	Other	67,964.596681	28.380822	1	1,031	0.5765	11.126757	3.380342	0.020313
2,012	53	61	9	F	NS	UL	191,750.421875	5.523316	0	0	0.014064	12.163955	1.875383	0.002546
2,019	63	63	1	F	NS	Term	54,246.574219	0.947945	0	0	0.000679	10.901314	0.666775	0.000716
2,014	58	73	16	M	NS	Perm	2,220,945	3.90137	0	0	0.056423	14.613444	1.589515	0.014462
2,017	55	66	12	F	NS	Term	3,899,005	34.013695	0	0	0.136104	15.176232	3.555739	0.004001
2,019	45	49	5	M	NS	Perm	34,657.535156	0.693151	0	0	0.000588	10.453299	0.526591	0.000848
2,013	40	43	4	F	NS	VLSG	1,119,176.875	3.717809	0	0	0.001577	13.928105	1.551344	0.000424
2,014	48	59	12	F	S	ULSG	10,479.450195	0.419178	0	0	0.003062	9.257267	0.350078	0.007305
2,013	44	54	11	F	NS	VL	1,362,193	21.463015	0	0	0.031638	14.124607	3.11187	0.001474
2,012	51	56	6	M	S	Term	878,415.375	1.486339	0	0	0.007939	13.685876	0.910811	0.005342
2,012	42	58	17	F	NS	Perm	221,709.03125	2.912665	0	0	0.006708	12.309126	1.364219	0.002303
2,015	61	75	15	F	NS	UL	109,237.679688	2.051912	0	0	0.028029	11.60129	1.115768	0.01366
2,018	24	25	2	M	NS	Term	67,671.230469	0.676712	0	0	0.000219	11.122431	0.516835	0.000324
2,018	43	53	11	M	NS	Term	590,958.90625	3.953425	0	0	0.006399	13.289503	1.600079	0.001619
2,012	68	91	24	F	S	Other	12,631	1	1	12,631	0.158498	9.443989	0.693147	0.158498
2,019	39	41	3	M	NS	ULSG	12,116.391602	0.320548	0	0	0.000128	9.402397	0.278047	0.0004
2,015	49	68	20	F	NS	Term	86,619.210938	0.832877	0	0	0.005422	11.369288	0.605887	0.00651
2,015	63	75	13	M	NS	ULSG	17,945.199219	0.358904	0	0	0.006155	9.795134	0.306678	0.01715
2,016	62	83	22	M	S	Perm	115,341.859375	0.838356	0	0	0.070322	11.655664	0.608872	0.083881
2,015	25	42	18	M	NS	Term	1,598,773.375	12.988195	0	0	0.013248	14.284748	2.638214	0.00102
2,013	43	53	11	M	S	UL	1,092.900024	0.021858	0	0	0.0001	6.997505	0.021623	0.004568
2,019	57	60	4	F	NS	Term	1,157,397.28125	1.821918	0	0	0.003146	13.961685	1.037417	0.001727
2,014	39	51	13	M	NS	Term	223,101.40625	0.871233	0	0	0.001298	12.315386	0.626598	0.00149
2,016	66	67	2	F	NS	Term	689,617.625	2.338798	0	0	0.005028	13.443894	1.205611	0.00215
2,019	45	58	14	F	NS	Term	1,036,697.25	7.723288	0	0	0.017653	13.851551	2.165996	0.002286
2,019	44	80	37	F	U	Other	62,863.847168	23.512328	0	0	0.848122	11.048742	3.199176	0.036071
2,015	21	27	7	M	NS	Term	1,530,989.875	5.630018	0	0	0.00259	14.241426	1.891608	0.00046
2,019	49	57	9	F	NS	Other	2,519.482178	0.632877	0	0	0.001	7.832206	0.490343	0.001579
2,018	32	65	34	F	NS	Perm	2,728,026.289063	25.216439	0	0	0.125773	14.819089	3.266387	0.004988
2,019	26	41	16	F	S	VL	137,938.359375	0.40274	0	0	0.000561	11.834569	0.338427	0.001393
2,018	51	67	17	M	NS	VLSG	192,465.75	0.769863	0	0	0.005717	12.167679	0.570902	0.007426
2,014	41	43	3	F	S	Term	14,246.599609	0.284932	0	0	0.000249	9.564344	0.250706	0.000874
2,019	55	64	10	M	NS	Term	11,613,159.623047	40.115069	0	0	0.177908	16.26765	3.716375	0.004435
2,019	46	56	11	F	NS	Perm	1,111,146.500244	14.035616	0	0	0.022443	13.920904	2.710422	0.001599
2,019	18	36	19	M	S	VLSG	22,465.753906	0.224658	0	0	0.000285	10.019792	0.202661	0.001267
2,018	39	43	5	M	S	Term	3,694.334229	0.778082	0	0	0.001091	8.214826	0.575535	0.001403
2,017	7	20	14	M	U	Perm	2,295,330.75	43.158909	0	0	0.037031	14.646388	3.787795	0.000858
2,017	29	35	7	F	NS	Term	16,438	0.016438	0	0	0.000005	9.707412	0.016304	0.000277
2,013	3	64	62	M	U	Perm	52,338.265625	0.731506	0	0	0.006157	10.865502	0.548992	0.008417
2,019	33	47	15	M	NS	ULSG	49,726.027344	0.331507	0	0	0.000355	10.814304	0.286311	0.001072
2,017	48	52	5	F	S	Term	5,753.399902	0.076712	0	0	0.000188	8.65772	0.073912	0.002456
2,015	31	44	14	F	S	ULSG	77,561.648438	1.252055	0	0	0.002078	11.258841	0.811843	0.00166
2,015	36	61	26	F	U	VL	39,898.742188	0.904109	0	0	0.004213	10.594125	0.644014	0.00466
2,015	76	88	13	M	NS	ULSG	1,849,726	0.240437	0	0	0.023813	14.430549	0.215464	0.09904
2,016	41	55	15	M	NS	Term	8,015,636	49.418304	0	0	0.103607	15.896905	3.920354	0.002097
2,016	29	41	13	M	NS	Term	606,843.4375	1.682588	0	0	0.001254	13.316028	0.986782	0.000745
2,018	27	29	3	F	S	Perm	137,260.28125	0.915069	0	0	0.000235	11.829642	0.649753	0.000256
2,018	69	77	9	M	S	ULSG	39,589.040527	0.791781	0	0	0.032801	10.586333	0.58321	0.041427
2,012	23	36	14	F	NS	Term	141,643.796875	1.416438	0	0	0.000632	11.861078	0.882295	0.000446
2,014	58	63	6	M	NS	Term	3,260,270	0.326027	0	0	0.001057	14.997321	0.282187	0.003241
2,017	44	65	22	F	NS	UL	1,944,743.625	32.668495	0	0	0.163725	14.480641	3.516563	0.005012
2,017	69	82	14	F	NS	Term	577,701.5	5.24329	0	0	0.160056	13.266814	1.831507	0.030526
2,013	38	44	7	M	NS	Term	9,541,095	26.963989	0	0	0.018026	16.071119	3.330918	0.000669
2,019	39	51	13	F	S	Term	28,228.78125	0.112329	0	0	0.000347	10.248133	0.106456	0.00309
2,015	43	60	18	F	S	Term	62,295.101563	0.622951	0	0	0.005033	11.039654	0.484246	0.00808
2,015	31	52	22	F	NS	Term	6,164.399902	0.123288	0	0	0.000175	8.726708	0.11626	0.00142
2,014	34	55	22	M	NS	UL	20,566,052	162.410965	0	0	0.42825	16.839152	5.096268	0.002637
2,014	32	47	16	M	S	Term	1,057,534	1.057534	0	0	0.003097	13.871451	0.721508	0.002929
2,019	38	62	25	F	NS	VL	2,658,491.03125	21.49589	0	0	0.076337	14.79327	3.113333	0.003551
2,015	77	85	9	F	NS	ULSG	983,606	0.491803	0	0	0.019667	13.798982	0.399985	0.03999
2,014	34	61	28	M	S	Perm	66,301.398438	0.331507	0	0	0.003677	11.101981	0.286311	0.011091
2,012	18	35	18	M	NS	Term	38,797.824219	1.551913	0	0	0.001202	10.566145	0.936843	0.000775
2,018	62	80	19	F	U	Other	101,953.950424	53.221917	1	2,440	1.882851	11.532286	3.993085	0.035377
2,015	21	21	1	F	NS	Perm	1,713,208.75	0.872019	0	0	0.000166	14.353879	0.627018	0.00019
2,018	21	23	3	F	NS	Term	6,177.178223	0.30137	0	0	0.000068	8.728779	0.263417	0.000227
2,014	51	72	22	F	S	Term	4,276.716797	0.800001	0	0	0.020474	8.361175	0.587787	0.025592
2,014	51	64	14	F	NS	VLSG	157,315.125	1.224658	0	0	0.004615	11.966013	0.799603	0.003768
2,016	71	83	13	M	NS	UL	773,242.6875	4.981054	2	332,457	0.248007	13.55835	1.788597	0.04979
2,013	49	60	12	F	NS	VL	124,237.140625	1.813698	0	0	0.004596	11.729955	1.0345	0.002534
2,014	23	36	14	M	NS	Term	3,553,630.25	31.320549	0	0	0.018598	15.083481	3.475703	0.000594
2,016	41	49	9	F	NS	Term	715,846	0.357923	0	0	0.000296	13.481222	0.305956	0.000826
2,014	30	32	3	M	NS	Term	179,178.296875	0.665754	0	0	0.000147	12.096142	0.510278	0.000221
2,015	37	39	3	F	NS	Term	3,360,274.5	2.967124	0	0	0.000831	15.027534	1.378041	0.00028
2,015	47	54	8	F	NS	Term	41,369.898438	0.827398	0	0	0.001043	10.630333	0.602893	0.00126
2,018	49	61	13	M	NS	Term	530,684.9375	1.830137	0	0	0.006427	13.181926	1.040325	0.003512
2,013	43	46	4	F	U	UL	39,863.023438	1.594521	0	0	0.001127	10.59323	0.953402	0.000707
2,016	54	55	2	M	NS	Perm	6,768,462.5	4.674383	0	0	0.005063	15.727785	1.735962	0.001083
2,014	32	38	7	F	NS	Term	636,260	4.309589	0	0	0.001516	13.363364	1.669514	0.000352
2,015	33	44	12	F	NS	Term	40,411	0.161644	0	0	0.000103	10.606882	0.149836	0.00064
2,014	31	41	11	F	NS	Term	42,191.800781	0.843836	0	0	0.000458	10.650005	0.611848	0.000543
2,018	44	59	16	M	NS	Term	757,260.242188	6.610959	0	0	0.023022	13.537464	2.029589	0.003482
2,014	25	29	5	M	NS	UL	162,739.796875	0.271233	0	0	0.000068	11.999914	0.239987	0.000252
2,019	51	62	12	F	NS	Term	986,301.375	0.986301	0	0	0.002874	13.801718	0.686274	0.002914
2,017	31	36	6	F	S	ULSG	312,329	0.624658	0	0	0.000402	12.651816	0.485297	0.000644

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