Datasets:

BenchmarkDatasets
/

Diabetic_Retinopathy_Debrecen

row_idx int64	f_0 float64	f_1 float64	f_2 float64	f_3 float64	f_4 float64	f_5 float64	f_6 float64	f_7 float64	f_8 float64	f_9 float64	f_10 float64	f_11 float64	f_12 float64	f_13 float64	f_14 float64	f_15 float64	f_16 string	f_17 string	f_18 string	target int64
1	38	38	37	36	36	27	45.617533	22.303813	3.135864	0.471394	0.043705	0	0	0	0.54268	0.096776	sufficient	abnoemality	good	0
2	85	75	66	53	43	25	105.699915	38.534753	22.642112	3.289318	0.530698	0.148595	0.006065	0.006065	0.492917	0.097042	sufficient	abnoemality	bad	1
3	75	63	60	55	48	35	13.195493	4.396967	0.10407	0	0	0	0	0	0.513092	0.123966	sufficient	abnoemality	good	1
5	58	58	56	53	49	39	55.49333	25.366013	5.575429	0.242206	0.007813	0	0	0	0.481104	0.114071	sufficient	abnoemality	good	1
6	24	23	20	18	16	12	128.776696	61.29622	42.974037	9.673157	1.462451	0.296022	0.003116	0	0.485478	0.104906	sufficient	abnoemality	bad	1
7	39	39	38	38	34	24	15.055103	7.935008	0.913504	0.229531	0.00154	0	0	0	0.515959	0.1294	sufficient	abnoemality	good	0
8	25	24	23	22	17	12	43.58214	20.669507	4.562259	0.318637	0.001949	0	0	0	0.510198	0.096468	sufficient	abnoemality	bad	0
10	49	47	47	44	40	31	28.145785	19.574321	2.341681	0.072987	0.022809	0	0	0	0.538285	0.109481	sufficient	abnoemality	good	0
11	15	15	15	13	11	6	143.227303	54.821803	36.643643	9.478575	0.421132	0.030081	0.005186	0	0.526085	0.113062	sufficient	abnoemality	bad	0
12	65	60	48	31	24	13	159.723711	43.983882	17.081478	1.644218	0.248323	0.087706	0.065515	0.051778	0.558896	0.12786	sufficient	abnoemality	bad	1
13	15	15	14	13	12	11	35.933865	13.703305	2.400188	0.307743	0.017497	0	0	0	0.515003	0.119392	sufficient	abnoemality	good	0
15	6	6	6	5	5	3	156.264592	49.370508	21.969109	2.517905	0.251276	0	0	0	0.543301	0.131817	sufficient	abnoemality	good	0
16	33	33	30	28	22	16	239.565587	84.779443	42.301013	7.438161	0.195876	0.010255	0	0	0.534159	0.139472	sufficient	abnoemality	good	1
18	31	31	31	30	29	19	14.395974	5.955691	0.111478	0	0	0	0	0	0.529554	0.126749	sufficient	normal	good	0
20	12	12	11	9	7	3	29.358934	13.111823	2.164865	0.10525	0.005794	0.004828	0.004828	0.004828	0.512429	0.125527	sufficient	abnoemality	good	0
21	20	20	20	19	16	14	8.342012	1.374588	0.129534	0	0	0	0	0	0.530497	0.111247	sufficient	abnoemality	bad	0
22	9	9	8	7	7	4	145.891998	17.009009	7.40022	0.954294	0.001045	0	0	0	0.532231	0.093025	sufficient	abnoemality	bad	1
24	74	68	59	51	43	29	77.934319	62.267779	26.952456	3.481102	1.354816	0.355698	0.216581	0.132794	0.523988	0.156507	sufficient	abnoemality	good	1
26	48	48	47	45	41	32	78.633267	46.101733	7.142129	0.692325	0.001552	0	0	0	0.503014	0.113318	sufficient	abnoemality	good	0
27	19	19	18	16	12	11	32.664999	13.682969	4.325823	0.413333	0.107486	0.04104	0.003909	0.003909	0.505168	0.104555	sufficient	abnoemality	good	0
29	2	2	2	2	2	1	8.265705	0.983196	0.048848	0	0	0	0	0	0.511413	0.130954	sufficient	abnoemality	good	0
30	43	42	42	39	37	27	39.211044	18.275524	3.939161	0.584198	0.018209	0.009104	0.00607	0.004552	0.47098	0.121392	sufficient	abnoemality	good	0
31	16	15	14	13	10	8	66.447502	30.704366	13.601814	1.533939	0.094144	0.00307	0	0	0.506241	0.101308	sufficient	abnoemality	bad	1
33	105	99	90	81	74	40	34.359395	18.130799	4.048434	0.689643	0.283436	0.100036	0.040924	0.030314	0.543699	0.115193	sufficient	abnoemality	good	1
34	38	36	32	19	13	8	159.901453	86.301094	26.082431	2.430988	0.072704	0	0	0	0.531522	0.144385	sufficient	abnoemality	bad	1
35	15	14	14	14	13	8	24.963152	1.112323	0.202241	0	0	0	0	0	0.518514	0.097993	sufficient	abnoemality	good	1
36	20	20	20	19	17	10	72.678748	25.716725	14.658684	2.235713	0.065284	0.005022	0	0	0.526396	0.084367	sufficient	normal	bad	0
38	51	50	46	44	39	28	47.453069	12.948188	6.436351	1.930289	0.599268	0.040054	0.012324	0	0.488825	0.11554	sufficient	abnoemality	good	1
41	5	4	4	4	4	3	169.09982	78.742242	36.806527	4.141645	0	0	0	0	0.561594	0.103021	sufficient	abnoemality	good	0
42	32	32	32	30	27	20	6.21601	1.987275	0.050837	0	0	0	0	0	0.534695	0.095512	sufficient	abnoemality	good	0
44	7	7	7	7	6	4	36.224453	11.398415	1.293318	0.246696	0.163764	0.020995	0	0	0.529593	0.119674	sufficient	abnoemality	good	0
45	42	42	41	40	39	32	14.580941	5.638233	0.736568	0.004652	0	0	0	0	0.496263	0.105445	sufficient	abnoemality	good	0
46	60	59	58	56	54	34	14.64489	6.096383	0.706335	0.018507	0	0	0	0	0.51213	0.129546	sufficient	abnoemality	good	1
47	15	14	12	11	10	8	46.085371	8.265895	1.033848	0.032247	0.005863	0.004886	0.003909	0.003909	0.541188	0.099672	sufficient	abnoemality	bad	1
48	21	21	21	21	21	21	403.939108	143.759623	85.137728	33.234183	4.388584	0.716154	0.037268	0.01813	0.49202	0.084609	sufficient	abnoemality	bad	0
49	58	56	51	44	35	30	3.557701	1.684824	0.539694	0.298131	0.151359	0	0	0	0.523933	0.087146	sufficient	abnoemality	bad	1
50	19	18	12	10	10	7	142.255388	22.516716	10.064476	1.830277	0.457057	0.218281	0.143471	0.106578	0.555026	0.111702	sufficient	abnoemality	bad	1
53	22	20	17	12	7	3	133.583241	36.528715	13.305382	1.972521	0.183782	0.002088	0	0	0.499141	0.095024	sufficient	abnoemality	bad	1
54	11	10	10	10	7	5	30.710516	2.248737	0.459947	0.002942	0.000981	0.000981	0	0	0.552345	0.104935	sufficient	abnoemality	bad	0
55	52	48	42	28	20	13	66.675091	24.554175	5.354579	2.296426	1.343501	0.80058	0.463171	0.228007	0.519109	0.09611	sufficient	normal	good	1
56	39	39	36	35	30	27	66.289899	18.410266	9.29063	1.64061	0.118617	0.012324	0.010783	0.003081	0.502645	0.09551	sufficient	abnoemality	good	0
57	7	7	7	7	7	5	69.423565	7.031843	1.750548	0.046597	0.02118	0.008472	0	0	0.556192	0.088957	sufficient	abnoemality	good	0
60	48	47	47	45	44	31	16.554713	5.179518	1.447531	0	0	0	0	0	0.486102	0.127589	sufficient	abnoemality	good	1
61	5	5	5	5	3	2	38.096555	16.829725	0.942152	0.120212	0.003909	0.003909	0.003909	0.003909	0.537248	0.099688	sufficient	abnoemality	good	0
62	76	67	64	59	58	42	9.698962	0.794227	0.175821	0.050018	0.001516	0.001516	0	0	0.503358	0.101552	sufficient	abnoemality	good	1
63	16	13	12	9	5	5	27.037522	13.832963	0.489207	0.021182	0.003026	0	0	0	0.51248	0.084729	sufficient	abnoemality	good	1
64	34	34	28	22	17	9	80.102809	35.595044	7.515836	0.929973	0.25993	0.216609	0.184839	0.003851	0.515703	0.095308	sufficient	abnoemality	good	1
65	79	79	78	77	73	68	21.415656	11.118347	2.299217	0.238819	0.118629	0.026535	0	0	0.535719	0.071802	sufficient	abnoemality	good	1
68	34	34	34	33	31	24	6.071765	0.937472	0.031145	0.003115	0	0	0	0	0.53747	0.116795	sufficient	abnoemality	good	0
69	72	68	67	62	54	38	25.33878	10.490842	3.395	0.321211	0.061476	0.001537	0	0	0.490344	0.115267	sufficient	abnoemality	good	1
72	51	51	50	46	42	32	23.231395	12.033773	4.70161	2.03551	0.248836	0.100462	0	0	0.558956	0.103553	sufficient	abnoemality	good	0
73	49	49	48	45	43	31	35.549754	16.142626	3.685274	0.502111	0.087596	0.020335	0	0	0.518605	0.117316	sufficient	abnoemality	good	0
74	50	50	48	46	43	29	49.422613	23.966754	2.338679	0.326036	0.001567	0	0	0	0.481377	0.126966	sufficient	abnoemality	good	1
76	48	47	46	44	41	28	54.523039	24.530571	10.933078	1.533354	0.064986	0.001547	0	0	0.568326	0.133066	sufficient	abnoemality	good	0
77	45	45	44	44	37	27	17.444345	5.704043	1.056079	0.140201	0	0	0	0	0.540019	0.109722	sufficient	abnoemality	good	0
78	86	84	83	82	80	63	24.226598	4.989495	1.692755	0.165296	0.009183	0.003061	0.003061	0	0.537999	0.097953	sufficient	abnoemality	good	1
80	12	12	9	8	6	2	114.678102	59.917325	25.885087	1.193682	0.015745	0.005904	0	0	0.551971	0.085614	sufficient	abnoemality	bad	0
84	17	16	15	15	14	6	98.159745	50.046814	27.976097	3.517553	0.030811	0	0	0	0.49797	0.131459	sufficient	normal	good	0
86	18	15	13	13	12	7	60.215769	20.613718	6.337267	2.423283	0.297936	0.011224	0	0	0.484838	0.148968	sufficient	normal	bad	1
87	14	13	13	12	10	7	55.860065	16.08889	3.260012	0.146944	0	0	0	0	0.523373	0.091475	sufficient	abnoemality	good	0
88	33	32	31	29	23	21	64.817712	12.409905	3.417786	0.275237	0.0232	0.012655	0.006327	0.005273	0.592217	0.114946	sufficient	abnoemality	bad	0
89	7	7	7	4	4	3	2.941371	0.987162	0.023209	0	0	0	0	0	0.528718	0.177937	sufficient	abnoemality	bad	0
91	58	56	51	47	41	27	14.646636	7.067934	1.03841	0.530709	0.148782	0.113504	0.070557	0.049083	0.526053	0.115038	sufficient	abnoemality	good	1
94	74	73	72	65	57	44	43.638265	18.489718	5.710877	0.923251	0.060212	0.003088	0	0	0.536393	0.095722	sufficient	abnoemality	good	1
96	68	66	65	61	52	32	17.693041	7.559894	0.831619	0.161405	0.058413	0	0	0	0.446304	0.127587	sufficient	normal	good	0
98	78	77	76	76	73	61	15.871188	3.694036	1.122925	0.06815	0.001549	0	0	0	0.567241	0.091383	sufficient	abnoemality	good	1
99	52	50	50	47	43	28	9.302706	1.950052	0.123305	0	0	0	0	0	0.529951	0.10656	sufficient	abnoemality	good	1
100	18	18	18	17	13	8	57.121644	37.996253	13.657067	0.716757	0	0	0	0	0.476693	0.128283	sufficient	normal	good	1
101	37	37	31	27	22	17	81.293263	23.867017	8.286166	1.092569	0.10313	0.041865	0.021443	0.011232	0.558357	0.108236	sufficient	abnoemality	good	1
102	56	52	48	40	31	19	33.640107	15.009336	4.177563	0.36194	0.15047	0.092518	0.067101	0.050834	0.547091	0.140303	sufficient	normal	good	1
104	87	84	83	79	73	52	42.540332	18.268542	7.443595	1.578991	0.186398	0.012324	0.003081	0.003081	0.525536	0.16021	sufficient	abnoemality	good	1
105	9	9	9	8	8	8	12.17193	1.169275	0.092337	0.012636	0.005832	0.005832	0.005832	0.005832	0.504977	0.101084	sufficient	abnoemality	bad	1
107	24	24	24	23	23	14	11.834025	2.089918	0.198222	0	0	0	0	0	0.563762	0.118621	sufficient	abnoemality	good	0
108	70	68	64	63	58	38	66.751648	32.166708	14.077515	3.378666	0.558174	0.063925	0.007796	0	0.50605	0.101344	sufficient	abnoemality	good	1
110	100	89	72	65	48	24	143.996532	46.013672	29.493929	14.958678	7.730844	3.339455	1.4774	0.441792	0.523424	0.10101	sufficient	normal	bad	1
112	29	25	23	19	16	10	38.923403	16.8311	4.729195	1.388388	0.223134	0.028925	0.003099	0.002066	0.508813	0.104336	sufficient	abnoemality	good	1
113	62	61	61	61	61	55	16.975008	10.315228	1.279254	0.045961	0	0	0	0	0.535399	0.09039	sufficient	abnoemality	good	1
116	47	47	46	42	40	28	13.216983	2.717154	0.271258	0	0	0	0	0	0.500146	0.12801	sufficient	abnoemality	good	0
118	9	8	7	7	6	3	201.313182	28.886935	11.563983	0.360191	0.005116	0.001023	0	0	0.526042	0.118699	sufficient	abnoemality	bad	1
119	33	33	25	24	18	13	161.52881	15.548195	9.495251	6.17668	4.163427	2.829711	1.51425	0.764732	0.510175	0.092295	sufficient	abnoemality	bad	1
120	56	51	47	33	28	18	15.213796	7.694015	0.084804	0	0	0	0	0	0.48545	0.135686	sufficient	normal	good	1
121	25	24	24	22	21	15	51.246256	23.520502	5.945784	0.523714	0	0	0	0	0.517687	0.149189	sufficient	abnoemality	good	0
122	61	61	60	60	60	54	22.998348	14.307558	1.56772	0.010748	0	0	0	0	0.542038	0.090593	sufficient	abnoemality	good	0
123	42	41	40	38	29	16	30.225705	10.446708	4.056426	1.092476	0.352665	0.056426	0	0	0.570018	0.109718	sufficient	abnoemality	good	1
124	35	34	33	32	27	18	62.703952	34.133081	5.836676	0.972262	0.083736	0	0	0	0.489035	0.116299	sufficient	abnoemality	good	1
126	22	22	21	18	13	10	44.249119	19.370084	3.593958	0.129914	0.035702	0.000992	0.000992	0.000992	0.503204	0.091237	sufficient	abnoemality	bad	0
127	16	14	14	13	9	5	90.759179	42.837838	11.046315	0.634947	0.005888	0.004907	0.003925	0.003925	0.524259	0.107951	sufficient	abnoemality	bad	1
128	37	36	36	36	34	25	37.667153	16.675068	4.589004	1.119578	0.113855	0	0	0	0.550092	0.113855	sufficient	abnoemality	good	0
133	57	57	56	55	55	37	11.14365	1.081406	0.118469	0	0	0	0	0	0.520081	0.113912	sufficient	abnoemality	good	1
134	41	41	41	41	38	34	48.451335	28.869607	12.934323	2.700556	0.291161	0	0	0	0.482603	0.123243	sufficient	abnoemality	good	0
135	30	29	29	23	20	16	10.921282	5.193938	0.418763	0	0	0	0	0	0.498399	0.144895	sufficient	abnoemality	bad	1
137	6	6	6	5	5	5	256.299365	74.028689	34.473861	3.261167	0.006204	0	0	0	0.51087	0.102364	sufficient	abnoemality	bad	1
139	13	12	12	11	8	4	18.722879	5.181329	0.888491	0.068661	0	0	0	0	0.557983	0.09838	sufficient	abnoemality	good	0
142	18	18	18	16	16	12	42.741583	23.802081	3.837009	0.190322	0.01282	0.003944	0.003944	0.003944	0.549342	0.102557	sufficient	abnoemality	bad	0
143	12	12	12	11	9	4	13.366027	2.027419	0.447194	0.00415	0	0	0	0	0.540938	0.087156	sufficient	abnoemality	bad	0
144	41	41	41	39	38	30	19.668175	6.11697	1.426524	0.252373	0.010772	0.001539	0	0	0.50182	0.115415	sufficient	abnoemality	good	0
145	49	49	48	47	41	31	23.697108	9.319017	3.205968	0.3508	0.003146	0	0	0	0.580233	0.094386	sufficient	abnoemality	good	1
146	89	84	79	72	70	58	30.126314	15.659642	7.739052	0.494274	0.082379	0.05797	0	0	0.504351	0.08543	sufficient	abnoemality	good	1
147	51	51	48	45	42	31	53.790614	29.425803	15.347303	3.480913	0.696815	0.154848	0	0	0.583323	0.102705	sufficient	abnoemality	good	0
148	71	70	68	61	56	46	26.335311	13.482452	3.972127	0.474567	0.015819	0	0	0	0.547224	0.105987	sufficient	abnoemality	good	1

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