Split (3)

train · 1.24k rows

row_idx int64	f_0_aline_flg int64	f_1_age float64	f_2_gender_num float64	f_3_weight_first float64	f_4_bmi float64	f_5_sapsi_first float64	f_6_sofa_first float64	f_7_service_unit string	f_8_day_icu_intime string	f_9_chf_flg int64	f_10_afib_flg int64	f_11_renal_flg int64	f_12_liver_flg int64	f_13_copd_flg int64	f_14_cad_flg int64	f_15_stroke_flg int64	f_16_mal_flg int64	f_17_resp_flg int64	f_18_map_1st float64	f_19_hr_1st int64	f_20_temp_1st float64	f_21_spo2_1st int64	f_22_wbc_first float64	f_23_hgb_first float64	f_24_platelet_first float64	f_25_sodium_first float64	f_26_potassium_first float64	f_27_tco2_first float64	f_28_chloride_first float64	f_29_bun_first float64	f_30_creatinine_first float64	f_31_po2_first float64	f_32_pco2_first float64	f_33_iv_day_1 float64	target int64
1,027	1	57.46701	0	60	29.205588	22	7	SICU	Friday	0	0	0	0	0	0	0	0	0	108	57	97.199997	100	16.8	10.3	187	139	4.3	24	105	26	0.8	394	30	427	0
700	0	45.93582	1	82.3	26.437087	9	5	FICU	Saturday	0	0	0	0	0	0	0	0	0	91	83	98.400002	100	9.9	14	159	138	3.8	24	102	18	0.5	181	42	1,900	0
565	1	76.22586	0	57.2	21.472106	14	4	SICU	Thursday	0	0	0	0	0	1	0	0	0	81	61	96.800003	100	13.7	11.4	223	142	3.8	25	105	15	0.8	215	34	2,718.936035	1
778	0	79.4129	0	60	18.473661	null	4	MICU	Friday	1	1	0	1	0	1	0	0	0	65.333298	65	99.5	95	6.5	8.8	158	139	4	24	106	17	0.8	null	null	67.066666	1
1,335	0	71.21843	0	76.2	26.311035	17	5	SICU	Tuesday	0	0	0	0	0	0	0	1	0	84	82	99.300003	99	6.6	8.6	209	120	2.9	23	96	3	0.4	266	33	548	0
981	0	21.90864	1	88	25.595848	12	4	FICU	Friday	0	0	0	0	0	0	0	0	0	77	78	94.900002	100	12.8	12.2	181	137	3.1	20	100	11	0.8	342	48	null	0
1,303	0	43.99982	1	76	20.800096	12	6	SICU	Monday	0	0	0	0	0	0	0	0	0	65.333298	90	97.199997	100	16.3	12.4	193	149	5.2	25	107	16	1.1	247	40	1,000	0
980	1	47.85918	1	84	28.893563	12	4	SICU	Tuesday	0	0	0	0	0	0	0	0	0	88	96	99.800003	100	21.2	13.3	278	146	3.2	23	108	15	0.9	177	56	1,131.459961	0
1,125	0	41.691	1	85.1	27.753319	17	7	MICU	Tuesday	0	0	0	0	0	0	0	0	0	90.666702	106	99.400002	100	5.2	7.6	151	122	4.1	23	89	28	1.1	188	37	6,141.25	0
1,624	0	47.28997	1	80.2	null	13	4	MICU	Wednesday	1	0	1	0	0	0	0	0	0	101	56	96.599998	100	8.3	10.3	211	144	5.4	16	109	86	16.9	null	null	null	0
210	0	58.20482	1	135	42.704167	null	0	SICU	Friday	0	0	0	0	0	0	0	0	1	116	88	96.800003	96	13.4	15.3	258	137	4.5	20	102	7	0.8	null	null	null	1
170	0	26.17344	0	125	44.421916	11	8	SICU	Sunday	0	0	0	0	0	0	0	0	1	80.333298	104	97.5	100	10.1	11.5	265	140	3.4	21	107	6	0.7	40	38	1,446.875	0
1,665	0	21.27232	1	70	null	8	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	68	94	99.300003	98	17.2	14.8	245	142	4.1	23	106	12	1.2	278	30	2,740.199707	0
633	1	71.51536	1	72.5	21.528688	18	13	MICU	Tuesday	0	0	0	1	0	0	0	0	0	72.666702	92	98.599998	100	8	9.5	38	143	4.5	19	113	21	1.1	182	33	68.75	0
882	1	42.56231	1	88.2	28.431949	9	3	SICU	Saturday	0	0	0	0	0	0	0	0	0	74.666702	105	98.400002	99	12.7	14	237	143	3.6	26	108	10	1	151	37	2,187.592041	0
400	0	29.65834	0	null	null	9	4	MICU	Saturday	0	0	0	0	0	0	0	0	0	84.333298	63	99.400002	100	7	12	272	143	3.6	25	107	10	0.7	null	null	0	0
69	1	59.91339	1	96	27.173173	17	10	MICU	Saturday	0	0	0	0	0	0	0	0	1	136	67	97	100	13.8	13.3	224	150	4.2	18	107	60	5.4	408	42	177.600006	0
1,584	1	56.49933	0	109	null	11	7	MICU	Wednesday	0	0	1	0	0	0	0	1	0	52	104	98	97	13	8	178	148	3.9	19	118	54	5.1	73	48	1,550	0
1,585	0	38.78464	1	90	null	7	1	MICU	Sunday	0	0	0	0	0	0	0	0	0	75	66	96.699997	93	11.4	14.5	340	143	3.7	23	102	16	1	null	null	832.400024	0
391	1	56.69484	0	123	42.470568	13	11	SICU	Friday	0	0	0	0	0	0	0	1	0	81	91	100.099999	100	14.9	8.8	128	146	3.6	25	118	46	3.2	200	40	2,371.77002	0
562	0	22.32812	1	75	23.48072	8	2	FICU	Saturday	0	0	0	0	0	0	0	0	0	120.667	67	97	100	11.8	12.6	256	140	5	23	104	8	0.9	null	null	null	0
1,188	1	83.97016	1	91.8	27.534219	14	5	MICU	Monday	0	0	0	0	1	0	0	0	1	111.333	129	97.300003	98	9.7	13.7	539	136	4.8	26	98	16	1	213	43	5,237	0
1,201	0	60.37428	0	88.2	35.564587	21	11	MICU	Monday	0	0	0	1	0	0	1	1	1	82	85	95	90	1	9.3	43	141	3.2	27	102	14	0.7	280	50	2,010	1
1,453	1	52.45342	0	64.7	null	15	4	SICU	Thursday	0	0	0	0	0	0	0	0	0	107	71	97.599998	100	4.3	11.4	190	140	3.5	26	109	16	0.8	499	33	750	0
699	1	49.68208	1	63	22.019992	14	9	SICU	Wednesday	0	0	0	0	0	0	0	0	0	103	103	98.300003	100	18.5	12.8	201	145	3.8	23	112	12	0.9	482	42	509.019989	0
1,275	1	18.6098	1	null	null	12	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	101.333	95	97	100	24.3	15.2	292	140	3.7	19	105	14	0.9	567	28	375	0
220	1	60.3054	1	86.2	28.293859	11	6	SICU	Thursday	0	0	0	0	0	1	0	0	0	98	80	97.800003	100	14.7	12.3	224	138	4.8	21	105	19	0.9	175	37	2,229.476074	0
619	0	29.8513	0	64.7	23.022314	9	3	MICU	Sunday	0	0	0	0	0	0	0	0	0	110.667	110	98.300003	100	6.9	13	117	143	3.8	16	112	4	0.6	222	35	129	0
208	1	88.09081	1	77.2	28.432196	18	7	SICU	Friday	0	0	0	0	0	0	0	1	0	102	60	97	100	13.1	10.2	161	137	3.9	30	105	20	0.8	287	47	1,150	0
528	0	28.14829	1	107	36.900519	8	5	MICU	Saturday	0	0	0	0	0	0	0	0	1	83.666702	113	99.400002	99	23.1	16.2	323	140	5.4	20	108	9	1	99	40	2,340.344971	0
235	0	48.32912	0	50	21.527821	18	5	MICU	Sunday	0	0	0	1	0	0	0	0	0	83	111	98.599998	93	12.3	11.7	156	135	2.4	20	96	5	0.6	199	48	2,580	0
223	1	44.26822	1	91.8	31.697546	21	13	SICU	Monday	0	0	0	1	0	0	0	0	0	70	76	97.300003	100	2.9	11.3	35	134	4	25	100	16	0.9	425	33	15.507999	0
1,068	0	60.19579	1	96.8	29.763995	14	3	MICU	Tuesday	0	0	0	0	0	0	0	0	0	81	97	101.599999	98	20.5	10.2	507	142	4	30	106	21	0.7	117	43	110	0
1,361	1	28.80568	1	78.3	32.406842	12	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	81	86	101	100	11.8	13.1	171	146	3.4	25	112	12	0.9	441	39	173.490006	0
1,628	1	73.19497	0	96.3	null	15	5	MICU	Saturday	0	0	0	0	0	0	1	0	0	95	72	99.199997	95	8.4	13.5	230	137	5.6	24	104	19	1	77	38	680	0
451	1	88.51796	1	64.2	23.211205	20	9	MICU	Saturday	1	1	0	1	0	0	0	0	1	100.333	102	98.699997	98	4.3	10.7	128	146	4	22	112	27	0.9	119	24	238.667679	0
1,724	0	73.38936	1	84.6	null	11	5	SICU	Wednesday	0	0	0	0	0	0	0	0	0	81	92	101.199997	100	16.7	14.4	271	141	4.3	11	104	20	1.3	219	40	2,514.210205	0
656	0	62.46374	0	null	null	13	2	MICU	Tuesday	0	0	0	0	0	0	0	0	1	73.666702	145	98.099998	85	7.5	14.6	288	139	3.7	35	96	12	0.4	53	78	240	0
1,334	1	41.5077	0	101	44.226682	11	5	SICU	Monday	0	0	0	0	0	0	0	0	0	96	93	94.300003	100	14.2	14.3	388	139	5.6	20	108	18	0.6	382	49	220	0
292	0	25.47004	0	60.4	19.837262	10	3	MICU	Thursday	0	0	0	0	0	0	0	0	0	85.666702	87	98.5	100	8	12.2	309	140	4.6	28	103	11	0.7	423	45	450	0
1,116	0	44.82799	0	65	22.421796	11	6	MICU	Sunday	0	0	0	0	0	0	0	0	1	121.333	84	99.400002	100	8.4	12.4	220	136	3.2	27	100	5	0.5	173	38	null	0
922	1	20.98364	1	72	20.37988	14	4	FICU	Wednesday	0	0	0	0	0	0	0	0	0	95.333298	104	98.5	100	3.8	11.6	7	140	3.6	24	108	7	0.5	513	43	0	0
41	1	21.18288	1	85	28.210895	9	5	SICU	Thursday	0	0	0	0	0	0	0	0	0	76	87	99.099998	100	11.6	13.6	188	141	3.7	22	109	13	1.1	346	50	2,811.725098	0
743	1	38.91667	1	84	25.115791	9	6	SICU	Tuesday	0	0	0	0	0	0	0	0	0	79	94	99.599998	99	13.7	16	237	138	4.4	22	104	21	1.1	288	51	4,477.990234	0
1,535	0	34.9785	1	120	null	10	6	SICU	Saturday	0	0	0	0	1	0	0	0	0	93	80	96.099998	100	10.6	14.2	186	141	3.9	22	107	10	0.8	144	39	null	0
431	1	82.09338	1	67.5	22.626559	24	4	SICU	Friday	0	1	0	0	0	0	0	1	0	112	82	96.800003	98	2.7	15.5	152	137	7	23	103	21	1.4	169	36	973.743774	0
1,326	0	19.16521	1	70	16.226204	11	6	MICU	Saturday	0	0	0	0	0	0	0	0	1	83.333298	90	100	100	14.7	13.1	176	140	3.9	26	106	12	0.7	129	45	958.600037	0
233	1	38.63391	0	56.1	19.962161	27	6	MICU	Tuesday	0	0	0	0	0	0	0	0	1	89	132	102.019997	100	12	11.6	274	149	3.1	18	118	25	0.5	327	25	250	0
1,489	0	73.70257	1	81	null	14	7	SICU	Tuesday	1	1	0	0	0	0	0	0	0	69	60	95.099998	100	9.8	10	300	138	4	29	102	18	1.4	446	42	2,247.330078	0
1,715	1	76.97584	0	63	null	17	6	SICU	Thursday	0	0	0	0	0	0	1	0	0	90	88	97.199997	97	11.9	12.9	342	142	4.4	27	105	22	0.9	143	43	1,414.599976	0
983	1	62.95583	1	57	20.911284	12	7	SICU	Thursday	0	0	0	0	0	0	1	0	0	99.666702	83	100.300003	100	15.5	12.6	116	143	3.7	22	106	13	0.7	325	33	900.565002	0
383	1	49	1	88.6	25.770365	21	11	SICU	Sunday	0	0	0	1	0	0	0	1	0	105	98	100.5	97	6.6	11.9	143	140	3.4	29	106	13	0.7	133	37	608.599976	0
252	0	81.08619	1	80.3	30.687367	11	6	MICU	Tuesday	0	0	0	0	0	0	0	0	1	125	90	96.5	95	11.9	11.5	239	147	5.3	25	107	45	2.3	223	38	null	0
1,062	1	83.4392	0	52	22.388934	14	5	SICU	Friday	0	0	0	0	0	0	1	0	0	100	93	99.800003	100	15.2	12	302	131	3.1	21	98	16	0.7	143	28	268.75	1
1,332	0	70.34645	0	78	26.932556	16	null	MICU	Saturday	1	0	0	0	1	0	0	0	1	79	100	98.400002	97	4.7	15.3	205	141	4.5	35	99	11	0.8	85	93	1,207.5	0
209	1	54.20778	1	null	null	17	9	MICU	Thursday	0	0	0	0	0	0	1	0	0	100	61	94	100	6.9	12.9	168	141	3.3	24	96	10	0.7	67	45	1,975	1
1,129	0	51.95547	0	69.3	25.024372	7	1	MICU	Sunday	0	0	0	0	0	0	0	0	1	82.333298	85	100.400002	100	10.5	9.9	284	139	4.6	35	96	10	0.1	null	null	null	0
1,316	1	62.03261	1	128	38.749909	20	7	SICU	Tuesday	0	0	0	0	0	0	1	0	0	104	71	96.5	96	13.6	15.2	253	141	5.1	26	104	16	1	298	46	2,184.52002	1
83	0	41.91605	1	85.5	36.05561	10	6	MICU	Friday	0	0	0	0	0	0	0	0	0	80	86	101.199997	100	11.5	13.1	312	139	5	23	103	18	1.5	129	45	0	0
1,022	1	60.35427	0	67.2	28.933391	17	8	MICU	Tuesday	0	0	0	0	0	0	0	0	1	92.666702	111	97.900002	97	11	11.6	324	143	4.2	29	108	32	0.8	71	47	225	0
613	0	86.33216	0	46	16.36826	13	1	MICU	Thursday	0	0	0	0	0	0	0	0	1	108.333	111	97.199997	92	7.6	11.8	238	133	4.5	24	97	22	0.8	72	36	503	0
1,592	1	25.76945	1	104	null	10	6	SICU	Tuesday	0	0	0	0	0	0	0	0	0	105	97	100	100	18	15	272	141	4.3	21	107	14	1.2	263	37	4,016.599854	0
1,561	0	71.95132	0	88	null	13	5	SICU	Saturday	0	0	0	0	0	0	1	0	0	92	89	99.800003	99	15.1	14.5	406	140	4.1	27	99	25	1.4	null	null	35.900002	0
386	0	73.70276	1	108.2	34.226599	17	5	MICU	Monday	1	0	0	0	0	0	1	0	1	99.333298	81	96	100	15.6	9.8	176	142	4.5	16	110	46	1.9	101	40	422.833344	0
1,064	1	34.693	1	94.9	31.52776	10	6	MICU	Friday	0	0	0	0	0	0	0	0	0	84.666702	93	98.699997	100	12.3	11	274	142	4.3	25	108	8	0.6	149	48	153.737991	0
1,248	1	67.95754	0	78.5	33.875611	18	8	SICU	Sunday	0	0	0	0	0	0	0	0	0	91	108	99.199997	100	12.2	13.2	187	145	3.7	25	105	20	0.7	34	49	2,045.650024	0
376	0	17.36484	0	55	null	12	5	SICU	Monday	0	0	0	0	0	0	0	0	0	74	100	96.300003	100	20.6	8.3	348	135	3	23	109	13	0.7	null	null	1,249.25	0
275	0	88.12085	0	62	23.461961	18	4	MICU	Saturday	0	0	0	0	0	0	0	0	0	88.666702	69	96	100	16.4	11.7	280	143	3.6	29	103	19	1.2	234	38	1,055.76001	0
510	0	57.3756	0	217	98.797134	10	5	MICU	Friday	0	0	0	0	0	0	0	0	1	86	98	97.599998	99	18.4	10.5	387	138	4.5	22	104	26	1.2	180	41	2,783.44043	0
158	1	18.37792	1	null	null	10	6	SICU	Monday	0	0	0	0	0	0	0	0	0	85	115	99.400002	100	7.5	16.5	137	144	3.8	28	109	11	0.7	186	38	900	0
875	0	80.59324	1	65	23.164409	26	8	FICU	Monday	0	0	0	0	0	0	0	1	0	80.333298	68	94	100	17.8	10.4	158	130	4.9	19	97	47	2.8	576	28	569	0
328	0	83.59302	1	69.7	22.691707	12	6	MICU	Thursday	1	0	0	0	0	1	0	0	1	113	78	99.800003	96	10.6	11.1	208	141	5.4	27	105	32	1.4	82	51	350	0
1,025	0	53.89564	0	62.3	31.557568	18	3	MICU	Saturday	0	0	0	1	0	0	0	0	1	70.666702	135	96.300003	83	16.8	10.9	331	137	3	25	102	6	0.3	62	39	2,157.5	0
1,618	1	62.25746	1	85	null	14	6	SICU	Sunday	0	0	0	0	0	1	0	0	1	90	68	97.900002	98	25.9	15.1	208	142	4.2	25	105	30	1	154	54	157.737503	0
1,051	0	41.87612	0	45.9	17.799537	13	2	SICU	Tuesday	0	0	0	0	0	0	0	0	0	101.333	89	98.599998	100	9.5	12.3	639	140	3.6	20	108	6	0.4	484	38	null	0
1,389	0	22.85462	1	85.7	null	8	3	SICU	Saturday	0	0	0	0	0	0	0	0	0	65	63	95.300003	100	15.5	16.4	187	140	3.1	23	107	13	0.8	193	45	null	0
283	0	75.51308	1	84	30.756673	12	5	MICU	Tuesday	0	0	0	0	0	0	0	1	1	72	93	98.900002	99	7.7	11.7	140	132	4.1	29	99	15	0.7	322	43	137.800003	0
334	1	71.61375	1	69.5	24.730307	19	7	MICU	Sunday	0	0	0	0	0	0	0	0	1	163	117	99.199997	96	12.3	13.8	193	136	4.3	31	96	22	1	200	45	4,356.5	0
1,282	1	51.46189	1	78.4	25.524101	10	4	SICU	Monday	0	0	0	0	0	0	0	0	0	109.333	89	98.599998	98	15.1	13.2	297	138	4.3	25	104	18	0.8	199	47	3,124.37207	0
817	1	51.84948	0	59.9	25.790329	17	6	SICU	Thursday	0	1	0	0	0	1	0	0	0	140	91	98.300003	100	20.7	13.9	216	140	4.4	24	106	11	0.5	201	34	3,474.28418	0
1,393	1	80.98152	1	80	null	18	7	SICU	Wednesday	0	1	0	0	0	1	0	0	0	63	70	98.400002	98	12	14.1	423	146	3.8	20	108	20	1.1	272	36	2,372.399902	0
435	1	81.48855	0	63	24.603224	19	9	SICU	Sunday	1	0	0	0	0	0	1	0	1	112.333	44	97.900002	97	5.7	14.7	168	138	4.4	20	106	15	0.6	467	26	285.299988	0
951	1	82.64089	0	84.3	33.992003	18	7	MICU	Sunday	0	0	0	0	0	0	0	0	0	77.666702	109	96.599998	100	14.7	10.7	294	138	4.1	22	107	13	0.9	202	34	0	0
1,175	0	19.20489	0	55.4	20.848037	12	2	SICU	Sunday	0	0	0	0	0	0	0	0	0	91	115	98.699997	100	15	11.9	235	144	3.5	22	107	9	0.7	206	34	1,490.971924	0
1,410	0	92.46122	0	62.9	null	18	5	SICU	Friday	0	1	0	0	0	0	1	0	0	86	58	100.599999	100	18.3	12.8	201	146	3.2	23	113	15	0.8	265	36	754.253967	1
1,575	0	21.79113	0	64	null	null	4	MICU	Sunday	0	0	0	0	0	0	0	0	0	86	88	97.5	100	6.2	14	262	143	4.1	26	105	12	0.8	282	45	100.880005	0
12	1	52.82878	1	74	28.002986	14	12	SICU	Monday	0	0	0	0	0	0	0	1	0	74	89	101.099999	100	4.9	11.8	91	138	4.1	26	103	12	0.8	86	32	1,964.349976	0
690	1	28.59373	1	70	18.342206	9	4	SICU	Thursday	0	0	0	0	0	0	0	0	1	69.333298	90	98	100	15.4	11.3	408	141	3.7	23	112	12	0.7	350	53	254.600006	0
1,242	0	39.30102	0	64.3	23.26363	9	3	MICU	Monday	0	0	0	0	0	0	0	0	0	107	98	98.599998	100	3.1	8.4	202	143	4.3	19	109	8	0.7	null	null	null	0
1,206	1	40.99998	1	62.2	19.836541	11	6	SICU	Saturday	0	0	0	0	0	0	0	0	0	70.666702	87	98.800003	100	7.6	14.4	197	145	3.9	25	104	17	1.2	451	36	4,918.138672	0
1,195	1	55.16004	1	90	24.218943	19	6	SICU	Saturday	0	0	0	0	0	1	1	0	0	95	65	101.400002	100	15.9	15.9	158	140	4.1	24	102	11	1.1	376	34	750	0
705	0	44.70054	0	73	33.376937	7	2	MICU	Wednesday	0	0	0	0	0	0	0	0	0	121.333	92	97.300003	100	4.7	13.1	265	142	4.3	23	108	10	0.6	357	42	60	0
1,602	1	40.11775	1	82	null	14	7	SICU	Friday	0	0	0	0	0	0	0	0	0	86	74	98.699997	100	17.5	14.5	216	141	3.6	22	98	20	1.8	185	49	159.600006	0
68	1	47.02104	0	67.8	23.410606	18	9	MICU	Monday	0	0	0	0	0	0	0	0	1	102.667	96	97.300003	100	6	10.3	59	140	4.2	22	113	55	4.4	284	44	6.102	0
1,245	1	18.3528	1	65	19.598283	null	4	SICU	Wednesday	0	0	0	0	0	0	0	0	1	72.333298	74	97.199997	98	11.6	14	287	143	4	24	109	16	0.7	337	42	2,429.400146	0
622	0	50.89772	0	null	22.334273	16	9	MICU	Wednesday	0	0	0	0	0	0	0	0	1	70	109	90	98	12.5	13.9	135	143	3	14	107	16	1.1	204	21	6,510	0
664	1	43.83904	1	80	29.020637	null	5	FICU	Thursday	0	0	0	0	0	0	0	0	0	78	82	100.599999	97	14.4	12.3	143	140	3.8	19	108	15	0.7	249	36	null	0
602	1	73.21116	0	67.9	25.405019	13	7	MICU	Monday	0	1	0	0	0	0	1	1	1	57	83	100.199997	95	10.1	11.3	207	132	3.5	48	91	20	0.6	79	75	870	1
1,236	0	60.64989	0	66.7	23.239277	11	2	MICU	Wednesday	0	0	0	0	0	0	0	1	1	91	101	97.400002	100	8.1	11.7	291	140	3.8	24	104	11	0.7	178	36	683	0
1,043	1	38.29862	0	62	21.762904	13	5	SICU	Sunday	0	0	0	0	0	0	0	0	0	86.333298	109	99.900002	96	16.6	8.8	241	140	4.5	19	112	3	0.5	362	27	null	0

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