Datasets:

mertkarabacak
/

NSQIP-ALIF

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train · 41.9k rows

Unnamed: 0 int64 0 11.1k	Sex int64 0 1	Race int64 0 4	Hispanic_Ethnicity int64 0 2	Age float64 18 91	Surgical_Specialty int64 0 1	Height float64 1.22 2.03	Weight float64 34.5 220	Diabetes_Mellitus_Requiring_Therapy int64 0 1	Current_Smoker_Status int64 0 2	Hypertension_Requiring_Medication int64 0 1	Preoperative_Serum_Sodium float64 124 149	Preoperative_Serum_BUN float64 3 154	Preoperative_Serum_Creatinine float64 0.3 13	Preoperative_WBC_Count float64 0.4 21.3	Preoperative_Hematocrit float64 11.6 57.8	Preoperative_Platelet_Count float64 3.2 701	ASA_Classification int64 0 2	Single_or_Multiple_Level_Surgery int64 0 1	OUTCOME float64 0 1
10,504	0	0	0	67.071072	0	1.672514	91.07035	0	0	0	136.693979	14.224083	1.009674	4.347836	46.348575	131.928928	1	0	1
10,505	0	0	0	61.773015	1	1.754439	86.252607	0	0	1	137.618412	16.492762	0.959178	7.376052	43.913957	259.830921	1	0	1
10,506	1	0	0	67.513002	1	1.5748	106.097098	0	0	1	141.439125	13.073876	0.743913	6.704787	35.084811	218.87825	1	0	1
10,507	0	0	0	60	0	1.715899	91.120034	0	0	0	139.112338	12.444935	0.811234	5.689208	42.278195	160.442726	1	0	1
10,508	1	0	0	76.639968	1	1.535989	73.115433	0	0	1	140.527994	21	1.116882	7.336003	38.580793	237	1	0	1
10,509	0	0	0	70.233737	1	1.711434	128.333529	0	0	1	142.080485	14.540242	0.915325	7.071665	40.850606	189.467475	2	0	1
10,510	0	0	0	63	0	1.702752	89.961495	0	0	0	140.77001	16.192503	1.168754	9.106991	43.232117	223.732523	1	0	1
10,511	0	0	0	74.064236	1	1.662421	88.45044	0	0	1	137.321179	18.321179	0.836614	9.008331	47.025694	198.385414	2	0	1
10,512	1	0	1	74.529305	0	1.601192	68.892815	0	0	1	134.960927	16.490232	0.750977	6.302949	39.853295	153.019536	1	0	1
10,513	0	0	0	58.875846	0	1.590396	117.524365	0	0	1	142.503384	15.372462	0.699323	9.437246	38.316033	348.234774	1	0	1
10,514	0	0	0	73.182336	0	1.7272	118.55357	1	0	1	138.454416	21.726496	0.890883	6.909117	43.826923	207.635328	1	0	1
10,515	0	0	0	75.592643	1	1.645827	68.164556	0	0	0	134.22207	15.796322	0.80611	6.38331	33.59462	152.981609	2	1	1
10,516	1	0	0	61	1	1.6002	69.853168	0	1	0	140	18	0.7	8.6	39.4	390	1	0	1
10,517	0	0	0	35.690979	0	1.847659	108.161233	0	0	0	140.742483	14.872521	1.092274	6.707127	50.811164	256.206014	1	0	1
10,518	1	0	1	73	0	1.4478	53.070264	0	0	1	140	17	0.68	6.8	41.9	205	1	0	1
10,519	1	0	0	78.235966	0	1.495603	77.136103	0	0	1	143.938153	42.348239	1.769267	9.092673	35.217412	274.702187	1	0	1
10,520	1	0	0	70.287358	0	1.488674	61.281841	0	0	0	140	17.67816	0.703448	8.196552	41.788505	313.67816	2	0	1
10,521	1	0	0	82.206226	0	1.649822	77.449657	0	0	0	144.103113	20.551557	0.68737	3.727821	21.61592	309	2	0	1
10,522	1	0	0	61.039598	0	1.6002	97.975872	1	0	1	139.80792	9.536643	0.761584	8.264656	46.020485	263.746927	1	0	1
10,523	1	0	0	64.210703	1	1.594848	55.465655	0	0	1	143.140468	10.421405	0.85107	5.149164	41.117726	177.421405	1	0	1
10,524	1	0	0	58.403839	0	1.512416	97.363088	0	0	0	139.421017	24.614012	0.708077	10.947322	38.898215	420.070058	2	0	1
10,525	0	0	0	76.546953	0	1.761722	94.70059	0	0	1	142	19.171332	0.801269	7.778847	45.632619	251.81219	2	0	1
10,526	0	0	0	59.856819	0	1.689716	110.460648	0	0	0	141.143181	11.237879	0.875242	7.818713	46.990757	241.094698	2	0	1
10,527	1	0	0	76.132938	0	1.6002	78.82406	0	0	1	139.995371	24.075727	1.273075	9.148495	43.318848	215.151453	2	0	1
10,528	0	0	0	53.440788	0	1.821113	114.517061	0	0	0	139.651316	20.001318	1.06625	6.616448	53.401318	231.394736	1	0	1
10,529	0	0	0	79.431295	0	1.574679	94.117098	1	0	0	141.857824	14	0.820616	7.660601	42.0749	369.786735	2	0	1
10,530	1	1	0	53	0	1.689804	136.849956	0	0	1	144.842569	13.629724	0.991952	9.911964	37.974936	333.370276	2	0	1
10,531	0	0	0	60.402604	0	1.665512	65.570503	0	0	0	140.672708	18.041563	0.680102	5.263364	39.090885	268.849375	1	0	1
10,532	1	0	0	66.992934	0	1.523641	60.556135	0	0	1	139.092227	17.801413	0.896668	6.741587	39.929861	295	1	0	1
10,533	1	0	0	37.903056	1	1.629423	90.350145	0	0	0	135.301019	11.188137	0.638495	12.204338	40.296237	410.811863	1	0	1
10,534	1	0	0	65.116738	0	1.564226	85.811822	0	0	0	139.883262	15.256823	0.720197	6.098454	38.691844	189.766525	2	0	1
10,535	1	0	0	76.511406	0	1.6256	95.455248	0	0	1	143.093156	24.302281	0.986103	5.647339	39.848099	205.022812	2	0	1
10,536	0	0	0	38.071452	0	1.778	91.45273	0	0	0	139.047635	10.119087	1.017618	8.563593	46.021436	241.761826	1	0	1
10,537	0	0	0	71	0	1.669098	100.101178	0	0	1	140	26.205895	1.267965	6.449385	38.12457	267	2	0	1
10,538	1	1	0	63.279067	1	1.71007	99.79024	0	0	0	141.558133	16.511599	0.885581	6.711627	39.420933	262.1628	1	0	1
10,539	0	0	0	68.295268	0	1.5569	69.10138	0	0	0	140.114197	22.818929	1.090669	8.320164	40.77325	322.114197	1	0	1
10,540	1	0	0	54	0	1.604818	97.522384	0	0	0	141.781806	13.618217	0.753821	8.717427	41.91091	248.381897	2	0	1
10,541	0	0	0	45.685863	0	1.726907	144.806515	0	0	0	140.779058	20.11623	1.041979	7.046492	32.580314	217.662827	2	0	1
10,542	0	0	0	72.741881	0	1.628505	74.181571	0	0	1	139.656877	13.656877	0.722875	6.948687	43.242813	254.885626	1	0	1
10,543	1	0	0	76.152445	1	1.567397	73.860259	0	0	0	139.291467	22.708533	0.99139	7.043049	38.017929	241.556087	1	0	1
10,544	0	0	0	70.779175	0	1.675412	91.507775	1	0	0	139.409037	27.740275	1.296939	6.592723	36.414931	212.889587	1	0	1
10,545	1	0	0	77.969219	0	1.6002	68.973908	0	0	1	133.357274	16.98974	0.639795	6.440858	38.816417	191.663247	2	0	1
10,546	1	0	0	72	0	1.5748	86.18248	1	0	1	144	19	0.83	9.8	41.6	200	1	0	1
10,547	0	0	0	49.032961	1	1.776884	103.84765	0	0	0	141.571434	18.483501	0.871209	5.097253	40.797803	171.043948	1	0	1