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_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
1,136	0	84.20676	0	66.5	28.655102	null	7	MICU	Tuesday	1	0	0	0	0	0	0	0	104.333	97	99.800003	100	8.2	12	233	139	5.7	52	85	32	0.7	368	158	0	1
95	1	44.53127	0	53	21.209893	22	4	SICU	Saturday	0	0	0	0	0	0	0	0	69.333298	106	98	100	21.2	13.4	395	127	2.8	2	93	26	1.7	179	8	700	0
912	0	44.43874	1	107	33.459788	11	11	MICU	Tuesday	0	0	0	0	0	0	0	0	76	107	98.199997	98	15.3	13.1	371	139	4.9	23	102	15	0.8	90	34	1,050	0
862	1	17.3304	0	75	null	14	5	SICU	Tuesday	0	0	0	0	0	0	0	0	77	107	97.800003	100	31.8	11.7	298	139	2.9	19	109	7	0.5	118	43	2,811.5	0
990	0	39.31652	0	71.3	29.260453	null	4	MICU	Sunday	0	0	0	0	0	0	0	1	77	97	98.199997	100	6.9	12.9	359	139	4.1	27	103	8	0.7	93	37	12.9	0
218	0	53.94833	1	80.6	30.500549	11	6	SICU	Wednesday	0	0	0	0	0	0	0	1	85.333298	82	100.099999	100	12.6	13.9	291	139	4.5	28	101	17	0.9	528	39	3,874.763184	0
1,647	1	58.18527	1	79.7	null	19	7	SICU	Wednesday	0	0	0	0	0	1	0	0	102	116	98.800003	99	9.5	15.8	286	137	3.6	22	101	12	0.7	104	50	2,084.410889	0
97	0	44.17571	1	98	25.607854	10	6	SICU	Saturday	0	0	0	0	0	0	0	0	70	108	101	100	13.3	8.2	218	139	4.3	21	107	19	1.4	184	38	1,727.400024	0
1,127	0	20.4681	1	70	19.33654	12	5	SICU	Saturday	0	0	0	0	0	0	0	0	107	42	97	98	18.9	12.8	262	141	3.9	22	104	14	0.9	22	24	1,961.550049	0
1,208	1	69.40907	1	111.4	32.402016	14	8	SICU	Wednesday	0	0	0	0	0	0	0	0	54	75	98.699997	98	6.5	11.3	191	140	4.9	24	105	42	1.7	118	36	4,422.697754	0
1,019	0	82.59167	1	82	29.237165	15	8	MICU	Tuesday	0	1	0	0	0	0	0	1	71	91	101	100	8	14.9	245	139	5.2	27	99	19	1.1	32	55	3,268.279785	0
465	1	71.69319	0	70	27.336915	17	6	SICU	Friday	1	0	0	0	0	0	0	0	71	85	99.900002	100	15.5	8.4	121	139	3.3	28	108	16	0.8	173	41	6,656.21582	0
739	0	94.30574	1	60	20.112497	19	9	MICU	Monday	0	1	0	0	0	0	1	1	88	77	97.300003	99	5.9	10	164	144	4.6	21	108	60	4	null	null	100	1
718	0	23.01145	1	91	25.840361	null	5	SICU	Saturday	0	0	0	0	0	0	0	0	87.333298	131	99.800003	100	null	null	null	141	3.7	23	102	7	0.8	575	34	2,267.300049	0
631	1	27.50581	0	76.9	27.765564	16	6	SICU	Monday	0	0	0	0	0	0	0	0	89	91	98.400002	100	13.6	12.8	395	140	3.2	19	110	12	1.3	366	34	2,496.959961	0
1,131	0	44.03929	1	80.3	24.0095	16	9	MICU	Monday	0	0	0	0	0	0	0	0	101	68	99.599998	100	6.3	9.7	222	136	6.2	16	110	52	4.2	294	48	793.726013	0
887	1	37.8111	0	78	28.615442	12	5	SICU	Thursday	0	0	0	0	0	0	0	0	79	71	95.199997	96	12.9	11.8	193	137	3.9	23	107	13	0.8	247	32	629.690002	0
1,048	0	75.91362	1	82.5	25.958353	15	5	MICU	Wednesday	0	0	0	0	0	0	0	1	111.667	102	98.900002	100	15.1	14.3	212	139	5.5	26	103	26	1.6	52	44	165	0
1,069	1	60.07723	1	62.6	20.380213	20	10	MICU	Wednesday	1	0	1	0	1	0	0	1	95	122	102.400002	97	8.9	11	162	130	5.3	23	97	42	1.4	61	30	1,299.399902	0
48	0	30.72261	0	61.5	28.690412	9	4	SICU	Sunday	0	0	0	0	0	0	0	0	107	122	97.400002	100	12.6	14.7	293	141	3.1	21	110	8	0.7	599	37	1,784.132446	0
1,636	0	49.79482	0	68	null	14	6	SICU	Monday	0	0	0	0	0	0	0	0	90	72	100	100	10.9	8.5	294	139	3.5	23	107	19	0.6	null	null	293.859985	0
174	1	31.89967	1	null	null	11	5	SICU	Wednesday	0	0	0	0	0	0	0	0	85.333298	78	96.199997	100	7.1	13.6	186	136	3.5	20	101	24	1.1	204	26	2,530	0
1,658	1	88.90803	0	67	null	21	8	SICU	Wednesday	0	0	0	0	0	0	0	0	78	70	94.900002	100	10.8	12.3	133	139	3.9	27	105	39	0.5	94	43	4,044.244141	0
207	0	86.20942	0	null	null	null	5	SICU	Tuesday	0	0	0	0	0	1	0	0	127.333	96	98.800003	100	17.5	13.7	242	139	4.5	28	101	15	0.6	null	null	495.25	1
468	0	68.9996	1	89.2	25.944882	16	7	MICU	Thursday	0	0	0	1	0	0	0	1	109.333	105	98	98	9.9	12.2	188	140	4.2	28	102	19	1.1	26	56	4,822.299805	0
1,074	0	81.89748	0	64	24.848289	15	5	SICU	Sunday	0	0	0	0	0	0	0	0	106	84	98.400002	100	17.4	11.9	289	131	3.9	23	98	29	2.1	457	38	75	0
1,097	1	48.54761	0	123	42.470568	15	9	SICU	Wednesday	0	0	0	0	0	0	0	0	98	93	99.599998	100	11.5	11.2	254	134	4.8	26	99	16	0.6	95	43	773.799988	0
945	0	22.17916	0	66.5	25.21633	9	4	MICU	Wednesday	0	0	0	0	0	0	0	0	113	109	99.400002	100	8.2	12.5	287	138	3.4	23	101	14	0.7	538	39	1,075	0
70	0	43.5452	1	122.3	37.956227	null	2	SICU	Thursday	0	0	0	0	0	0	0	0	118	92	97.599998	100	6	15.2	265	143	3.9	21	103	12	1.1	474	41	322.779999	0
692	1	50.85719	1	70	23.46458	10	5	SICU	Saturday	0	0	0	0	0	0	0	0	75	69	97.400002	100	13.9	11.9	175	141	4.5	28	102	13	0.9	217	34	0	0
877	0	91.7943	0	56.7	20.781792	19	5	MICU	Saturday	1	1	0	0	0	0	0	1	112.667	100	32	98	17	11.3	271	144	3	20	107	22	0.8	96	32	885	1
962	1	93.77099	0	55	19.570746	22	7	SICU	Friday	1	1	0	1	1	0	0	0	89.333298	59	100.5	100	10.2	11.3	633	133	3.8	27	93	24	0.8	71	37	658.606201	0
576	1	82.17757	0	83.4	29.676368	14	4	SICU	Monday	1	1	0	1	1	0	0	0	86	72	98.099998	99	7.7	10.1	290	139	3.7	29	105	14	1	100	45	null	0
1,400	1	43.22543	0	94	null	13	8	SICU	Wednesday	0	0	0	0	0	1	0	0	76	47	100.900002	98	15.7	14.3	323	142	4	22	106	25	0.6	133	30	10	0
1,450	1	19.09744	1	56.5	null	16	7	SICU	Monday	0	0	0	0	0	0	0	1	104	89	97.300003	100	21.6	11.8	283	142	4.1	25	107	15	1	440	49	1,211.018799	0
512	1	61.48345	0	87	30.957362	18	8	SICU	Wednesday	0	0	0	0	0	0	0	0	105	90	95.599998	98	8.2	8.2	112	140	4.4	17	113	15	0.7	262	61	1,000	0
1,702	1	78.64624	0	65.5	null	null	5	SICU	Wednesday	0	0	0	0	0	1	0	0	120	85	101.599999	100	14.6	11.7	230	140	3.8	20	105	18	0.9	null	null	491.684998	1
654	0	41.00803	1	86.7	35.900283	8	5	SICU	Monday	0	0	0	0	0	0	1	0	85	80	98.900002	99	8.9	15.1	264	145	3.6	16	103	17	1.3	494	34	1,962.263916	0
375	1	58.23112	0	80	31.242189	12	6	SICU	Monday	0	0	0	0	0	1	1	0	105	79	99.5	99	11.2	11.7	481	139	5	25	105	9	0.6	254	57	1,342.199951	0
663	0	52.0647	0	72.3	28.489687	11	4	MICU	Thursday	0	0	0	0	0	0	0	1	102	90	95.099998	100	10.7	12.4	226	139	3.9	22	103	17	0.8	197	37	2,256.394043	0
1,182	1	72.62434	0	57.3	22.250105	14	7	MICU	Sunday	1	0	0	1	0	0	0	1	91	99	98.900002	97	8.3	12.2	258	134	3.9	23	99	15	0.6	41	38	2,266.114746	1
100	1	46.2336	0	45.5	17.218052	19	5	SICU	Friday	0	0	0	0	0	1	1	0	107	64	94	100	11.6	10.1	284	138	2.7	16	114	9	0.7	383	21	2,148.381104	0
401	0	18.11376	0	57.6	18.792732	13	4	MICU	Thursday	0	0	0	0	0	0	0	0	39.333302	93	99.300003	100	7.9	14.1	224	142	3	22	104	10	0.7	274	40	3,750	0

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