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
2,019	23	25	3	M	NS	UL	16,301.370117	0.326027	0	0	0.000111	9.699066	0.282188	0.000341
2,017	64	76	13	M	S	ULSG	54,569.625	1.00265	0	0	0.041734	10.907251	0.694471	0.041624
2,017	46	53	8	M	NS	Term	569,863	0.569863	0	0	0.000833	13.253153	0.450988	0.001461
2,015	33	36	4	M	NS	UL	3,402,741	2.473973	0	0	0.000717	15.040092	1.245299	0.00029
2,018	25	27	3	M	NS	Term	213,698.625	0.213699	0	0	0.000055	12.272327	0.193672	0.000255
2,019	46	60	15	M	S	Term	246,575.34375	0.164384	0	0	0.001665	12.415427	0.152192	0.010127
2,017	39	46	8	M	NS	Term	548,403.875	3.744645	0	0	0.003032	13.214769	1.557017	0.00081
2,016	10	27	18	F	U	VLSG	105,191.5	0.210383	0	0	0.000071	11.563547	0.190937	0.000338
2,016	39	51	13	F	NS	VLSG	9,427,705	15.599236	0	0	0.019561	16.059163	2.809357	0.001254
2,018	40	53	14	F	S	Term	16,547.945068	0.827397	0	0	0.003344	9.714078	0.602893	0.004041
2,018	50	72	23	F	NS	Perm	64,189.041016	2	0	0	0.020148	11.069603	1.098612	0.010074
2,018	43	43	1	M	NS	ULSG	1,136,311.984375	7.654794	0	0	0.001952	13.943299	2.158113	0.000255
2,015	21	37	17	F	NS	Term	3,073.774902	0.122951	0	0	0.000076	8.030987	0.11596	0.00062
2,016	29	41	13	F	NS	Term	3,879,450	0.646575	0	0	0.000393	15.171204	0.498697	0.000607
2,013	25	28	4	M	NS	VLSG	1,190,409	0.934245	0	0	0.000237	13.989808	0.659717	0.000253
2,013	48	59	12	M	NS	VLSG	5,025,507	18.414154	0	0	0.057074	15.430037	2.966002	0.003099
2,014	30	45	16	M	NS	UL	359,863.3125	0.60548	0	0	0.000652	12.793482	0.473423	0.001077
2,015	31	44	14	F	NS	Term	2,177,610.25	7.305165	0	0	0.005114	14.593739	2.116878	0.0007
2,016	41	51	11	M	NS	UL	410,806	7.199453	0	0	0.010158	12.925879	2.104067	0.001411
2,018	55	63	9	F	S	ULSG	1,643,835.625	0.410959	0	0	0.004079	14.312543	0.34427	0.009926
2,014	44	59	16	M	NS	Term	4,138,317.25	15.342464	0	0	0.054816	15.2358	2.793767	0.003573
2,018	40	60	21	M	NS	Perm	47,945.207031	0.09589	0	0	0.000384	10.777835	0.091567	0.004002
2,012	36	40	5	F	S	Perm	45,861.941406	0.885418	0	0	0.00079	10.733413	0.63415	0.000893
2,014	69	74	6	F	NS	ULSG	9,752,246	0.542466	0	0	0.004055	16.093008	0.433382	0.007476
2,017	25	25	1	F	S	Term	229,452	0.917808	0	0	0.000173	12.343453	0.651183	0.000188
2,015	30	36	7	F	S	Term	2,085,206.625	1.939727	0	0	0.001261	14.550379	1.078317	0.00065
2,013	51	74	24	F	NS	UL	2,668,943.5	95.896118	0	0	1.183144	14.797194	4.573639	0.012338
2,015	42	52	11	M	NS	Term	7,377.049805	0.147541	0	0	0.000226	8.906265	0.137621	0.00153
2,013	54	57	4	M	S	Perm	515,585.21875	3.840759	0	0	0.02268	13.15306	1.577072	0.005905
2,016	34	61	28	F	NS	Term	785,587.5	7.226777	0	0	0.023734	13.574188	2.107394	0.003284
2,016	50	63	14	M	NS	Term	50,685	0.20274	0	0	0.000933	10.833405	0.184602	0.0046
2,019	43	59	17	M	NS	Term	857,808.25	1.515069	0	0	0.005479	13.662137	0.9223	0.003616
2,014	47	68	22	M	NS	ULSG	367,356.1875	3.30137	0	0	0.029903	12.81409	1.458934	0.009058
2,019	14	28	15	F	NS	VL	205,041.578125	0.616438	0	0	0.000212	12.230973	0.480225	0.000343
2,019	32	40	9	F	NS	VL	515,479.4375	1.953425	0	0	0.000882	13.152855	1.082965	0.000451
2,019	37	38	2	F	NS	Term	92,051.862305	1.183562	0	0	0.000209	11.430118	0.780957	0.000177
2,014	42	53	12	M	S	Perm	142,416.4375	0.235616	0	0	0.001029	11.866518	0.21157	0.004368
2,014	55	65	11	M	NS	VLSG	322,055	1.227398	0	0	0.006633	12.682481	0.800834	0.005404
2,017	74	82	9	F	NS	ULSG	748,943.25	1.224658	0	0	0.035128	13.52642	0.799603	0.028684
2,014	39	58	20	F	S	Perm	1,332,269.875	21.147947	0	0	0.139822	14.102395	3.097745	0.006612
2,018	42	62	21	M	NS	VL	109,870.03125	0.021918	0	0	0.000104	11.607063	0.021681	0.004768
2,012	29	51	23	M	NS	VL	300,546.5	0.601093	0	0	0.001226	12.613361	0.470687	0.002039
2,017	33	43	11	F	NS	VL	269,588.90625	1.780821	0	0	0.001041	12.504657	1.022746	0.000584
2,016	39	44	6	M	NS	Term	41,803.351563	0.278689	0	0	0.000174	10.640756	0.245835	0.000626
2,015	23	44	22	F	NS	VLSG	44,315.074219	1.772603	0	0	0.00156	10.699103	1.019787	0.00088
2,014	40	46	7	F	NS	Other	1,164.375	0.046575	0	0	0.000029	7.060798	0.045523	0.000613
2,012	41	52	12	M	NS	Term	494,520.6875	0.942466	0	0	0.001508	13.111346	0.663958	0.0016
2,013	38	41	4	F	S	Perm	39,554.859375	3.339725	0	0	0.003068	10.585469	1.467811	0.000919
2,015	40	46	7	F	NS	Term	230,601.09375	1.814208	0	0	0.001107	12.348449	1.034681	0.00061
2,019	38	49	12	F	NS	Term	3,373,561.675537	6.673973	0	0	0.006809	15.03148	2.037834	0.00102
2,018	26	63	38	F	NS	Term	10,753.424805	0.430137	0	0	0.001687	9.283073	0.35777	0.003923
2,019	16	24	9	F	U	Perm	13,932.670898	2.484931	0	0	0.000878	9.542064	1.248448	0.000353
2,013	41	63	23	M	NS	Perm	293,994.8125	7.890412	0	0	0.042918	12.591321	2.184973	0.005439
2,018	28	42	15	F	NS	Term	32,853,972.796875	63.328767	0	0	0.040576	17.307583	4.164007	0.000641
2,016	51	65	15	M	S	UL	22,399.833984	1.647541	1	16,108	0.027617	10.016853	0.973631	0.016762
2,012	28	32	5	F	NS	UL	435,792.5	0.871585	0	0	0.000159	12.984924	0.626786	0.000183
2,018	69	79	11	F	NS	Term	38,767.123047	0.775342	0	0	0.015048	10.565354	0.573993	0.019409
2,016	43	55	13	F	NS	VLSG	2,235,447.25	7.66058	0	0	0.013037	14.619952	2.158782	0.001702
2,019	55	65	11	F	NS	ULSG	112,739.726563	0.443836	0	0	0.001598	11.632846	0.367303	0.0036
2,013	53	90	38	M	U	Perm	127,916.820313	1.169863	0	0	0.178909	11.759143	0.774664	0.152932
2,015	36	40	5	M	S	Term	268,915.0625	4.895831	0	0	0.00519	12.502155	1.774246	0.00106
2,015	49	81	33	M	S	Perm	649,263.1875	10.249316	1	78,849	0.727086	13.383595	2.420307	0.07094
2,018	25	29	5	F	NS	UL	250,684.9375	1.00274	0	0	0.000168	12.431956	0.694516	0.000168
2,016	38	51	14	M	NS	Term	242,336.921875	1.564383	0	0	0.002238	12.398088	0.941718	0.001431
2,012	45	45	1	M	S	Term	912,568	0.912568	0	0	0.00067	13.724019	0.648447	0.000734
2,013	28	42	15	F	NS	UL	104,710.257813	7.235617	0	0	0.004748	11.558962	2.108468	0.000656
2,019	50	68	19	M	NS	Term	178,082.1875	0.356164	0	0	0.002993	12.090006	0.30466	0.008402
2,019	49	82	34	M	NS	Perm	9,657.53418	0.386301	0	0	0.018476	9.175597	0.326639	0.047829
2,017	48	62	15	M	NS	Term	11,333,858	40.013702	0	0	0.17698	16.243305	3.713906	0.004423
2,015	38	67	30	F	S	Perm	332,803.53125	0.603825	0	0	0.009933	12.715311	0.472391	0.01645
2,014	21	49	29	F	U	Term	655,536	12.468493	0	0	0.020547	13.39321	2.600353	0.001648
2,014	63	77	15	F	NS	VL	535,972.3125	1.775342	0	0	0.029559	13.19184	1.020774	0.01665
2,012	35	62	28	F	NS	Perm	318,036.46875	4.855095	0	0	0.01783	12.669924	1.767312	0.003672
2,017	5	15	11	M	U	Perm	28,363.587891	5.55823	0	0	0.001908	10.252897	1.880721	0.000343
2,017	18	19	2	F	U	Term	159,726.046875	0.580822	0	0	0.000155	11.981222	0.457945	0.000267
2,018	45	89	45	M	U	Perm	401,926.038818	6.994521	0	0	0.94338	12.904026	2.078756	0.134874
2,016	37	57	21	F	NS	Term	771,304	6.7114	0	0	0.016631	13.555839	2.0427	0.002478
2,015	25	55	31	F	U	Perm	1,722,270.375	121.789803	1	11,162	0.333704	14.359155	4.810474	0.00274
2,019	7	17	11	M	NS	Perm	1,619,101.375	1.30411	0	0	0.000718	14.297382	0.834694	0.000551
2,019	2	33	32	F	S	Perm	9,982.452133	1.819178	0	0	0.000874	9.208684	1.036445	0.000481
2,018	36	48	13	F	NS	Term	2,356.164307	0.235616	0	0	0.000221	7.765215	0.21157	0.000936
2,013	27	50	24	F	NS	Term	247,260.296875	0.260274	0	0	0.000323	12.418201	0.231329	0.001242
2,014	28	39	12	F	NS	Term	584,931.5	1.169863	0	0	0.000623	13.279252	0.774664	0.000533
2,018	61	72	12	M	NS	UL	1,643.835571	0.032877	0	0	0.000386	7.405396	0.032348	0.011742
2,016	53	56	4	F	NS	Term	3,864,795.25	26.198048	0	0	0.034155	15.16742	3.303145	0.001304
2,019	45	58	14	M	NS	Term	4,274,383.5	3.827397	0	0	0.01108	15.268151	1.574307	0.002895
2,018	72	75	4	F	NS	ULSG	110,711.478516	2.09589	0	0	0.012912	11.614692	1.130076	0.006161
2,019	59	81	23	M	NS	UL	86,762.061401	6.789041	0	0	0.286929	11.370936	2.052718	0.042264
2,014	33	72	40	F	U	UL	2,904.110107	0.290411	0	0	0.004325	7.974227	0.254961	0.014891
2,013	24	32	9	M	S	Term	575,342.25	0.767123	0	0	0.000552	13.262722	0.569353	0.000719
2,019	30	31	2	M	NS	Term	11,780.822266	0.235616	0	0	0.000039	9.374313	0.21157	0.000166
2,018	43	74	32	M	S	UL	1,636,543.4375	27.849315	4	250,000	1.119278	14.308098	3.362086	0.04019
2,014	56	66	11	M	S	Term	7,213	1	0	0	0.019837	8.883779	0.693147	0.019837
2,015	55	64	10	M	NS	Perm	1,561,190.5	9.29736	0	0	0.042303	14.26096	2.331888	0.00455
2,016	34	50	17	F	NS	Term	64,601.242188	0.833745	0	0	0.000954	11.076004	0.60636	0.001144
2,019	53	70	18	F	S	Term	13,424.657227	0.134247	0	0	0.002784	9.504923	0.125969	0.020738
2,012	7	26	20	M	NS	VL	7,102.986328	0.624658	0	0	0.00056	8.868411	0.485297	0.000897
2,015	30	31	2	F	NS	Term	27,201,114	24.833982	0	0	0.003228	17.118769	3.251691	0.00013
2,015	51	51	1	M	NS	ULSG	1,001,368	0.117808	0	0	0.000062	13.816879	0.11137	0.00053
2,019	40	63	24	M	S	UL	598,458.399658	15.167124	0	0	0.214658	13.302114	2.78298	0.014153

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