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
2,017	62	77	16	F	NS	ULSG	7,485.473145	0.49589	0	0	0.00887	8.920853	0.402721	0.017888
2,014	45	69	25	F	NS	UL	100,898.054688	8.58356	0	0	0.060288	11.521876	2.260049	0.007024
2,012	61	62	2	F	NS	UL	285,035.6875	2.046448	0	0	0.002263	12.560373	1.113976	0.001106
2,013	36	36	1	F	S	Perm	665,862.875	0.665753	0	0	0.000202	13.408841	0.510277	0.000303
2,018	18	20	3	M	NS	VL	1,068,493.1875	1.068493	0	0	0.000774	13.881761	0.72682	0.000725
2,014	67	71	5	M	NS	Perm	523,744.4375	17.169865	0	0	0.120616	13.168761	2.899764	0.007025
2,018	37	44	8	M	NS	Perm	107,739.723633	0.676712	0	0	0.000471	11.587483	0.516835	0.000696
2,014	71	92	22	F	NS	UL	255,205.34375	0.567123	0	0	0.075772	12.449828	0.449241	0.133607
2,014	60	62	3	F	NS	Perm	39,821.898438	1.175342	0	0	0.001972	10.592197	0.777186	0.001678
2,016	47	48	2	F	NS	Term	1,314,521.625	1.169864	0	0	0.000338	14.088984	0.774665	0.000289
2,017	66	68	3	F	NS	Term	2,043,835	1.156164	0	0	0.003699	14.530339	0.768331	0.003199
2,014	21	23	3	F	NS	Term	432,876.5	0.865753	0	0	0.0002	12.97821	0.623665	0.000231
2,013	45	46	2	M	NS	Term	90,684.898438	0.906849	0	0	0.000459	11.415157	0.645452	0.000506
2,019	44	47	4	M	NS	Term	3,986,301.25	0.79726	0	0	0.000575	15.198375	0.586263	0.000721
2,019	36	44	9	F	NS	Term	24,677,370.115234	44.775343	0	0	0.023719	17.021397	3.823746	0.00053
2,012	16	23	8	M	U	Perm	4,771,558.5	16.931971	0	0	0.015189	15.378184	2.886585	0.000897
2,019	3	51	49	F	U	Perm	410,857.137024	24.780822	0	0	0.047161	12.926003	3.249631	0.001903
2,018	32	43	12	M	NS	Term	958,904.125	0.958904	0	0	0.000705	13.773547	0.672385	0.000736
2,013	39	52	14	M	NS	Term	70,506.828125	2.252054	0	0	0.003581	11.163479	1.179287	0.00159
2,014	9	26	18	F	NS	ULSG	133,468.265625	4.30137	0	0	0.001513	11.801627	1.667965	0.000352
2,019	66	76	11	F	NS	Term	234,246.578125	0.156164	0	0	0.001975	12.364134	0.145108	0.012645
2,019	25	56	32	F	NS	UL	24,550.685547	0.526027	0	0	0.001187	10.108536	0.422668	0.002256
2,016	64	71	8	F	S	UL	15,854.849609	0.317097	0	0	0.007116	9.671294	0.27543	0.022442
2,012	36	45	10	F	NS	ULSG	472,677.5	0.945355	0	0	0.000566	13.066171	0.665444	0.000599
2,014	30	58	29	M	NS	Term	2,397.25	0.09589	0	0	0.000353	7.782495	0.091567	0.003684
2,018	34	68	35	F	S	UL	36,712.328125	0.734247	0	0	0.013636	10.510895	0.550573	0.018571
2,017	3	30	28	F	NS	UL	2,808,082.75	25.032881	0	0	0.010166	14.848013	3.25936	0.000406
2,017	64	66	3	M	NS	Term	1,947,926.375	15.336984	0	0	0.049817	14.482276	2.793431	0.003248
2,018	21	21	1	F	NS	Perm	274,945.868164	4.635616	0	0	0.000868	12.524333	1.729107	0.000187
2,018	30	31	2	F	NS	Term	10,788,039.15625	96.553428	0	0	0.012373	16.193949	4.5804	0.000128
2,014	54	67	14	F	NS	Term	6,802,398	25.090412	0	0	0.120761	15.732786	3.261568	0.004813
2,016	8	20	13	M	U	ULSG	413,661.1875	3.773224	0	0	0.00326	12.932805	1.563022	0.000864
2,013	22	22	1	F	S	Term	41,547.964844	1.635617	0	0	0.000297	10.634628	0.969117	0.000182
2,019	58	63	6	F	NS	Perm	43,972.601563	0.879452	0	0	0.002614	10.691345	0.63098	0.002972
2,012	40	42	3	M	S	VL	110,679.898438	1.010959	0	0	0.001165	11.614407	0.698612	0.001152
2,013	47	80	34	M	U	Perm	5,676,518	16.327885	0	0	0.737279	15.551849	2.852317	0.045155
2,015	61	77	17	M	S	UL	31,002.728516	0.328767	0	0	0.016544	10.341863	0.284251	0.05032
2,018	53	71	19	M	S	Term	1,369.863037	0.027397	0	0	0.00081	7.223196	0.027029	0.029557
2,012	37	47	11	F	NS	Term	1,179,609	2.359218	0	0	0.001939	13.980694	1.211708	0.000822
2,019	28	56	29	M	NS	UL	60,457.808594	2.879452	0	0	0.009037	11.009718	1.355694	0.003139
2,014	34	38	5	M	NS	VL	859,040.9375	3.145205	0	0	0.001076	13.663573	1.421952	0.000342
2,017	44	51	8	M	NS	ULSG	5,151,913	3.942324	0	0	0.004593	15.454879	1.597836	0.001165
2,019	1	29	29	M	NS	Perm	61,067.643799	5.665753	0	0	0.004639	11.019754	1.896983	0.000819
2,019	43	55	13	M	S	Term	246,575.34375	0.821918	0	0	0.00443	12.415427	0.59989	0.00539
2,019	47	61	15	F	NS	Perm	190,821.921875	0.545205	0	0	0.001594	12.159101	0.435157	0.002923
2,014	62	67	6	M	NS	UL	37,602.761719	1.457535	0	0	0.007657	10.534859	0.899159	0.005254
2,012	46	59	14	F	NS	Perm	59,656.164063	10.697545	0	0	0.026589	10.99637	2.459379	0.002486
2,015	69	72	4	M	NS	Perm	47,256.871094	0.20274	0	0	0.001433	10.763375	0.184602	0.00707
2,014	44	66	23	M	S	Perm	1,862,509.375	14.123288	1	133,628	0.282575	14.437436	2.716236	0.020008
2,015	30	56	27	F	NS	UL	204,209.9375	4.423106	0	0	0.010173	12.226909	1.690669	0.0023
2,019	30	58	29	F	NS	ULSG	1,805,193.5625	14.115068	0	0	0.035863	14.406179	2.715692	0.002541
2,017	28	53	26	M	NS	VL	35,890.398438	1.79452	0	0	0.004358	10.488253	1.02766	0.002429
2,016	39	54	16	F	S	VL	569,902.5	4.213264	0	0	0.019246	13.253222	1.651206	0.004568
2,013	29	40	12	F	NS	Term	2,964.465088	0.084699	0	0	0.000047	7.994789	0.081303	0.000555
2,017	50	63	14	M	NS	VL	281,299.5	1.726027	0	0	0.00789	12.547179	1.002845	0.004571
2,016	26	30	5	M	S	Term	48,155.773438	0.642077	0	0	0.000338	10.782217	0.495962	0.000527
2,015	29	41	13	F	S	Term	44,931.5	0.89863	0	0	0.001249	10.712917	0.641133	0.00139
2,019	19	43	25	M	NS	Perm	65,024.65625	2.534247	0	0	0.003532	11.082537	1.2625	0.001394
2,019	65	87	23	F	U	Perm	367,010.867676	87.046574	8	34,224	7.333072	12.813149	4.477866	0.084243
2,018	56	56	1	M	NS	UL	408,904.125	1.134247	0	0	0.000701	12.921238	0.758114	0.000618
2,019	60	64	5	M	NS	ULSG	4,869,178.140625	4.287671	0	0	0.013708	15.398436	1.665378	0.003197
2,012	64	65	2	M	NS	Term	42,076.5	0.420765	0	0	0.001167	10.647268	0.351195	0.002773
2,012	36	44	9	M	NS	Term	48,633.898438	0.972678	0	0	0.000714	10.792097	0.679392	0.000734
2,017	63	74	12	M	NS	ULSG	125,948.75	0.503795	0	0	0.007411	11.743638	0.407992	0.01471
2,014	61	61	1	F	NS	Term	435,506.84375	0.860274	0	0	0.000441	12.984268	0.620724	0.000512
2,012	47	52	6	M	NS	ULSG	83,356.148438	1.257534	0	0	0.001487	11.33089	0.814273	0.001182
2,018	47	54	8	M	NS	ULSG	12,858,230.064941	4.041096	0	0	0.006145	16.369495	1.617624	0.001521
2,017	31	64	34	M	U	UL	4,109.5	0.016438	0	0	0.000135	8.3213	0.016304	0.008204
2,014	72	89	18	F	NS	UL	1,175,140.5	2.682192	0	0	0.239182	13.976899	1.303508	0.089174
2,019	27	59	33	M	S	UL	1,520.547974	0.30411	0	0	0.002783	7.327483	0.265521	0.009153
2,019	9	19	11	F	S	Other	1,452.05481	0.145205	0	0	0.000038	7.281423	0.135584	0.000264
2,013	25	42	18	M	NS	Term	226,027.5	0.452055	0	0	0.000467	12.328416	0.37298	0.001033
2,012	20	21	2	F	NS	Term	4,972.680176	0.994536	0	0	0.000232	8.511915	0.690411	0.000233
2,018	25	73	49	F	U	Perm	10,191.78125	1.019178	0	0	0.016456	9.229435	0.702691	0.016146
2,019	50	62	13	M	NS	VLSG	182,739.71875	0.547945	0	0	0.002072	12.115824	0.436928	0.003782
2,018	40	50	11	F	NS	UL	245,668.364014	1.846575	0	0	0.001984	12.411742	1.046117	0.001074
2,019	16	49	34	M	U	Perm	1,002,715.739304	74.164384	0	718	0.177108	13.818224	4.319678	0.002388
2,018	73	76	4	M	NS	UL	43,150.683594	0.863014	0	0	0.009372	10.672477	0.622195	0.010859
2,013	51	62	12	M	NS	UL	8,196,578.5	25.408222	0	0	0.098568	15.919227	3.273675	0.003879
2,015	66	72	7	F	NS	Perm	17,671.224609	0.706849	0	0	0.004672	9.779749	0.534649	0.00661
2,017	29	33	5	M	S	Term	714,246.375	1.416438	0	0	0.000881	13.478985	0.882295	0.000622
2,017	41	70	30	M	NS	Term	36,164.398438	0.723288	0	0	0.008191	10.495858	0.544234	0.011324
2,015	48	55	8	M	NS	ULSG	1,271,369.5	8.893006	0	0	0.015741	14.055606	2.291828	0.00177
2,016	40	62	23	M	NS	Term	28,081.8125	4.885244	0	0	0.024853	10.242913	1.772448	0.005087
2,018	1	11	11	M	NS	Perm	1,781,369.876953	35.627397	0	0	0.003115	14.392894	3.600797	0.000087
2,015	36	48	13	M	NS	UL	2,077,868.5	2.005464	0	0	0.002266	14.546854	1.100432	0.00113
2,019	55	59	5	F	NS	Perm	674,657.5625	0.539726	0	0	0.000942	13.421962	0.431604	0.001746
2,017	52	52	1	F	NS	Term	1,293,150	0.646575	0	0	0.000186	14.072592	0.498697	0.000287
2,016	40	55	16	F	NS	UL	343,676.5625	8.56559	0	0	0.015174	12.747459	2.258172	0.001771
2,013	60	73	14	F	NS	Term	9,041.099609	0.060274	0	0	0.000618	9.109647	0.058527	0.010258
2,015	37	40	4	M	NS	Term	208,219	0.416438	0	0	0.000171	12.24635	0.348145	0.00041
2,017	44	47	4	M	NS	Term	7,886,300.5	2.528767	0	0	0.001847	15.880638	1.260949	0.000731
2,017	32	46	15	F	NS	UL	11,232.875	0.449315	0	0	0.000356	9.326689	0.371091	0.000792
2,018	27	38	12	M	NS	VL	1,313,551.81543	7.372603	0	0	0.004484	14.088246	2.124965	0.000608
2,016	34	57	24	M	NS	ULSG	219,945.5	0.439891	0	0	0.001416	12.30114	0.364567	0.003219
2,015	61	66	6	M	NS	Term	205,479.5	0.821918	0	0	0.003937	12.233106	0.59989	0.00479
2,016	26	62	37	M	U	Perm	836,523.375	153.388458	0	0	1.080583	13.637011	5.039472	0.007045
2,016	52	78	27	F	NS	Term	153,213.359375	3.035774	0	0	0.065833	11.939593	1.395198	0.021686
2,016	29	56	28	M	U	UL	12,476.09082	0.554772	0	0	0.002073	9.43165	0.441329	0.003736
2,019	32	58	27	F	NS	Other	105,995.946533	4.112329	0	0	0.010449	11.571166	1.631655	0.002541

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