Datasets:

DaniFrame
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AFRLA-instance-level-results

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Subset (11)

abalone · 320k rows

Split (3)

train · 224k rows

instance int64 11 4.17k	Length float64 0.08 0.78	Diameter float64 0.06 0.62	Height float64 0.01 0.52	Whole_weight float64 0 2.55	Shucked_weight float64 0 1.19	Viscera_weight float64 0 0.64	Shell_weight float64 0 1.01	Sex_F int64 0 1	Sex_I int64 0 1	Sex_M int64 0 1	real int64 1 26	prediction float64 2.67 27	model stringclasses 5 values	cpu_training_time int64 9M 27.1B	cpu_prediction_time int64 966k 167M	memory_usage int64 2.31k 71.4M	max_depth int64 3 11	learning_rate float64 -1 0.1	n_estimators int64 1 1k
2,342	0.255	0.185	0.07	0.075	0.028	0.018	0.025	0	1	0	6	5.601296	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,349	0.45	0.36	0.105	0.4715	0.2035	0.0935	0.149	1	0	0	9	9.642612	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,354	0.635	0.495	0.15	1.081	0.4825	0.242	0.31	0	0	1	11	10.351725	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,359	0.645	0.525	0.2	1.449	0.601	0.2565	0.505	1	0	0	13	12.269795	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,360	0.545	0.44	0.175	0.7745	0.2985	0.1875	0.265	1	0	0	11	11.62082	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,362	0.66	0.525	0.205	1.3665	0.5005	0.291	0.41	1	0	0	18	12.208974	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,368	0.72	0.595	0.225	1.969	0.8045	0.423	0.66	1	0	0	16	12.37963	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,371	0.18	0.125	0.05	0.023	0.0085	0.0055	0.01	0	0	1	3	5.995066	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,385	0.45	0.345	0.115	0.496	0.1905	0.117	0.14	1	0	0	12	9.596365	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,395	0.61	0.475	0.17	1.0385	0.4435	0.241	0.32	0	1	0	14	11.61023	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,397	0.635	0.505	0.19	1.3315	0.5805	0.252	0.435	0	1	0	17	11.732409	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,403	0.29	0.225	0.08	0.1295	0.0535	0.026	0.045	0	0	1	10	7.677704	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,407	0.625	0.43	0.175	1.411	0.572	0.297	0.395	0	1	0	12	11.316637	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,408	0.62	0.485	0.17	1.208	0.4805	0.3045	0.33	0	1	0	15	11.277469	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,414	0.42	0.305	0.11	0.28	0.094	0.0785	0.0955	0	1	0	9	7.782907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,417	0.31	0.235	0.06	0.12	0.0415	0.033	0.04	0	0	1	11	7.633745	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,418	0.465	0.35	0.13	0.494	0.1945	0.103	0.155	1	0	0	18	9.689498	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,419	0.465	0.36	0.12	0.4765	0.192	0.1125	0.16	1	0	0	10	10.066338	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,421	0.52	0.415	0.16	0.595	0.2105	0.142	0.26	0	1	0	15	12.494686	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,422	0.475	0.365	0.13	0.4805	0.1905	0.114	0.1475	1	0	0	12	9.689498	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,424	0.26	0.2	0.065	0.096	0.044	0.027	0.03	0	0	1	6	6.604861	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,427	0.26	0.19	0.075	0.0945	0.0445	0.02	0.03	0	0	1	6	6.604861	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,430	0.52	0.38	0.14	0.525	0.1775	0.115	0.185	0	1	0	11	9.961888	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,431	0.635	0.5	0.18	1.312	0.529	0.2485	0.485	1	0	0	18	12.770601	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,434	0.635	0.5	0.18	1.319	0.5485	0.292	0.49	0	1	0	16	12.770601	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,435	0.465	0.38	0.135	0.579	0.208	0.1095	0.22	1	0	0	14	11.395512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,444	0.5	0.355	0.14	0.528	0.2125	0.149	0.14	0	0	1	9	10.137696	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,445	0.5	0.38	0.135	0.5835	0.2295	0.1265	0.18	0	0	1	12	10.24633	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,446	0.55	0.435	0.17	0.884	0.2875	0.1645	0.28	1	0	0	14	11.754194	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,458	0.2	0.145	0.05	0.036	0.0125	0.008	0.011	0	1	0	4	4.982779	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,463	0.515	0.405	0.14	0.8505	0.312	0.146	0.315	0	0	1	17	13.115243	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,468	0.37	0.275	0.08	0.227	0.093	0.0625	0.07	1	0	0	8	8.701775	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,472	0.645	0.515	0.175	1.6115	0.6745	0.384	0.385	0	0	1	14	11.086844	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,473	0.615	0.47	0.175	1.2985	0.5135	0.343	0.32	1	0	0	14	10.629158	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,477	0.57	0.42	0.155	1.008	0.377	0.193	0.34	0	0	1	13	12.730283	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,480	0.52	0.425	0.145	0.7	0.207	0.1905	0.24	1	0	0	13	12.272665	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,482	0.52	0.4	0.165	0.8565	0.2745	0.201	0.21	0	0	1	12	11.096865	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,484	0.46	0.36	0.135	0.6105	0.1955	0.107	0.235	0	0	1	14	11.728675	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,493	0.42	0.31	0.1	0.2865	0.115	0.0735	0.085	0	1	0	8	7.522056	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,497	0.505	0.4	0.155	0.8415	0.2715	0.1775	0.285	0	0	1	12	12.413739	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,500	0.48	0.39	0.125	0.6905	0.219	0.155	0.2	1	0	0	12	11.458791	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,502	0.285	0.21	0.07	0.109	0.044	0.0265	0.033	0	1	0	5	6.181398	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,512	0.465	0.375	0.11	0.5	0.21	0.113	0.1505	0	0	1	8	9.644365	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,513	0.465	0.35	0.135	0.6265	0.259	0.1445	0.175	1	0	0	8	10.114759	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,514	0.47	0.37	0.11	0.5555	0.25	0.115	0.163	0	1	0	8	8.943922	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,520	0.525	0.425	0.19	0.872	0.4625	0.1725	0.199	0	0	1	9	9.510023	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,531	0.605	0.475	0.175	1.201	0.5395	0.275	0.309	0	0	1	10	10.396505	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,549	0.28	0.21	0.055	0.106	0.0415	0.0265	0.031	0	1	0	5	6.181398	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,553	0.315	0.235	0.07	0.149	0.058	0.0325	0.047	0	1	0	7	6.674705	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,556	0.38	0.285	0.085	0.237	0.115	0.0405	0.07	0	1	0	6	7.338624	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,557	0.39	0.295	0.1	0.279	0.1155	0.059	0.08	0	1	0	7	7.522056	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,560	0.44	0.335	0.11	0.3885	0.175	0.0835	0.111	0	1	0	7	7.782907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,562	0.44	0.325	0.1	0.4165	0.185	0.0865	0.11	0	1	0	6	7.598697	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,570	0.465	0.355	0.11	0.474	0.23	0.1005	0.12	0	1	0	7	8.258257	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,579	0.525	0.415	0.135	0.7945	0.394	0.189	0.202	0	0	1	7	9.547524	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,582	0.53	0.41	0.14	0.681	0.3095	0.1415	0.1835	0	0	1	6	9.433146	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,592	0.59	0.465	0.14	1.046	0.4695	0.263	0.263	0	0	1	7	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,596	0.6	0.46	0.145	0.9325	0.3985	0.2245	0.248	1	0	0	8	10.295901	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,599	0.61	0.48	0.15	1.1495	0.564	0.274	0.264	0	0	1	8	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,603	0.62	0.51	0.175	1.2705	0.5415	0.323	0.3225	1	0	0	9	10.629158	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,608	0.625	0.49	0.175	1.1075	0.4485	0.2165	0.3595	1	0	0	8	11.082074	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,609	0.63	0.495	0.2	1.4255	0.659	0.336	0.38	1	0	0	11	11.118569	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,612	0.635	0.495	0.18	1.596	0.617	0.317	0.37	1	0	0	11	10.868137	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,613	0.635	0.495	0.195	1.297	0.556	0.2985	0.37	1	0	0	11	10.910056	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,617	0.67	0.52	0.19	1.6385	0.8115	0.369	0.391	0	0	1	9	11.240388	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,629	0.33	0.24	0.075	0.163	0.0745	0.033	0.048	0	1	0	6	6.731134	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,638	0.46	0.345	0.11	0.3755	0.1525	0.058	0.125	0	1	0	7	8.294159	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,640	0.465	0.355	0.105	0.442	0.2085	0.0975	0.1185	0	1	0	7	8.160048	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,645	0.49	0.38	0.11	0.554	0.2935	0.1005	0.15	0	0	1	8	9.136042	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,646	0.495	0.38	0.12	0.512	0.233	0.1205	0.136	0	1	0	7	8.160992	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,648	0.5	0.38	0.12	0.5765	0.273	0.135	0.145	0	0	1	9	9.336421	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,655	0.545	0.42	0.145	0.778	0.3745	0.1545	0.205	0	0	1	7	9.706337	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,657	0.545	0.4	0.14	0.778	0.368	0.215	0.18	1	0	0	9	9.286755	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,658	0.55	0.42	0.13	0.636	0.294	0.144	0.1755	0	1	0	8	8.778084	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,664	0.57	0.43	0.16	0.811	0.3875	0.159	0.2285	1	0	0	9	9.845266	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,667	0.585	0.45	0.15	0.938	0.467	0.203	0.225	1	0	0	7	9.289351	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,670	0.59	0.46	0.14	1.004	0.496	0.2165	0.26	0	0	1	9	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,671	0.59	0.46	0.16	1.0115	0.445	0.2615	0.2565	1	0	0	8	9.964494	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,673	0.595	0.47	0.165	1.108	0.4915	0.2325	0.3345	0	0	1	9	10.799192	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,678	0.615	0.45	0.15	1.198	0.707	0.2095	0.2505	0	0	1	7	9.77449	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,683	0.625	0.495	0.185	1.3835	0.7105	0.3005	0.345	0	0	1	11	10.72438	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,687	0.63	0.51	0.175	1.3415	0.6575	0.262	0.375	0	0	1	10	11.086844	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,717	0.345	0.255	0.095	0.183	0.075	0.0385	0.06	0	1	0	6	7.187429	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,719	0.36	0.26	0.08	0.1795	0.074	0.0315	0.06	0	1	0	5	7.150736	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,721	0.375	0.29	0.14	0.3	0.14	0.0625	0.0825	0	1	0	8	8.311152	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,728	0.405	0.31	0.11	0.91	0.416	0.2075	0.0995	0	1	0	8	7.677067	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,731	0.41	0.315	0.1	0.3	0.124	0.0575	0.1	0	1	0	8	7.598697	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,739	0.45	0.335	0.095	0.3505	0.1615	0.0625	0.1185	0	1	0	7	7.881477	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,741	0.46	0.35	0.1	0.471	0.252	0.077	0.123	0	1	0	8	7.903334	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,746	0.485	0.365	0.14	0.4475	0.1895	0.0925	0.2305	0	1	0	8	11.032204	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,754	0.525	0.385	0.13	0.607	0.2355	0.125	0.195	0	1	0	8	10.583589	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,758	0.535	0.43	0.155	0.7845	0.3285	0.169	0.245	0	0	1	10	10.446236	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,761	0.55	0.425	0.145	0.89	0.4325	0.171	0.236	0	1	0	10	9.463838	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,763	0.55	0.425	0.135	0.656	0.257	0.17	0.203	0	1	0	10	10.503811	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,766	0.555	0.445	0.175	1.1465	0.551	0.244	0.2785	1	0	0	8	10.034334	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,768	0.56	0.435	0.135	0.72	0.329	0.103	0.251	0	1	0	11	10.536533	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,775	0.585	0.46	0.145	0.8465	0.339	0.167	0.295	0	1	0	10	12.062202	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,778	0.585	0.455	0.13	0.8755	0.411	0.2065	0.225	1	0	0	8	9.246437	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,780	0.59	0.475	0.14	0.977	0.4625	0.2025	0.275	0	0	1	10	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,782	0.6	0.48	0.09	1.05	0.457	0.2685	0.28	0	0	1	8	9.986144	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250

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