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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
1,020	0.635	0.525	0.185	1.4065	0.684	0.3	0.3745	0	0	1	10	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,025	0.645	0.52	0.175	1.636	0.779	0.342	0.432	0	0	1	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,027	0.645	0.505	0.165	1.4325	0.684	0.308	0.336	1	0	0	8	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,031	0.65	0.495	0.16	1.304	0.57	0.312	0.3725	0	0	1	9	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,032	0.65	0.52	0.21	1.6785	0.6665	0.308	0.46	0	0	1	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,035	0.655	0.51	0.175	1.6525	0.8515	0.3365	0.403	1	0	0	10	10.875961	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,056	0.2	0.155	0.04	0.0435	0.0155	0.009	0.007	0	1	0	4	6.698105	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,058	0.245	0.18	0.065	0.071	0.03	0.013	0.0215	0	1	0	4	6.863114	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,059	0.25	0.18	0.065	0.0685	0.0245	0.0155	0.0225	0	1	0	5	6.863114	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,068	0.37	0.28	0.1	0.221	0.1165	0.0265	0.0635	0	1	0	6	8.208869	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,073	0.405	0.3	0.11	0.32	0.172	0.044	0.093	0	1	0	7	8.360179	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,076	0.42	0.3	0.105	0.316	0.1255	0.07	0.1035	0	1	0	7	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,077	0.42	0.32	0.11	0.3625	0.174	0.0635	0.105	0	1	0	7	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,078	0.42	0.31	0.095	0.279	0.1255	0.051	0.088	0	1	0	6	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,088	0.45	0.34	0.12	0.4925	0.241	0.1075	0.12	0	1	0	6	8.879912	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,090	0.45	0.33	0.1	0.411	0.1945	0.1	0.098	0	1	0	6	8.350406	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,091	0.45	0.33	0.11	0.3685	0.16	0.0885	0.102	0	1	0	6	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,099	0.5	0.375	0.14	0.5495	0.248	0.112	0.1585	0	1	0	7	8.971935	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,101	0.5	0.38	0.125	0.519	0.2485	0.1135	0.134	0	1	0	8	8.849922	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,108	0.515	0.385	0.125	0.6115	0.3175	0.1265	0.15	0	1	0	8	8.716287	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,112	0.52	0.46	0.15	1.019	0.523	0.1985	0.254	1	0	0	7	10.11503	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,115	0.525	0.405	0.12	0.7555	0.3755	0.1555	0.201	0	0	1	9	9.942024	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,117	0.53	0.4	0.125	0.617	0.279	0.127	0.19	0	1	0	8	10.094867	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,128	0.56	0.44	0.155	0.6405	0.336	0.1765	0.245	1	0	0	8	10.481428	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,129	0.56	0.415	0.145	0.852	0.43	0.1885	0.205	0	0	1	8	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,133	0.57	0.46	0.15	1.0375	0.5415	0.2035	0.25	0	0	1	9	10.11503	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,146	0.58	0.445	0.135	0.814	0.3775	0.1915	0.22	0	0	1	9	9.942024	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,149	0.58	0.45	0.155	0.93	0.385	0.246	0.265	1	0	0	9	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,156	0.6	0.465	0.155	1.0165	0.512	0.2465	0.225	0	0	1	10	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,159	0.605	0.48	0.17	1.1835	0.582	0.2365	0.317	0	0	1	10	10.420416	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,162	0.61	0.485	0.145	1.3305	0.783	0.2255	0.2865	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,163	0.61	0.47	0.165	1.052	0.498	0.242	0.267	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,169	0.62	0.48	0.16	1.1125	0.5635	0.2445	0.281	1	0	0	8	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,170	0.625	0.485	0.175	1.3745	0.7335	0.2715	0.332	1	0	0	9	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,178	0.65	0.5	0.19	1.464	0.6415	0.339	0.4245	1	0	0	9	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,182	0.66	0.53	0.185	1.346	0.546	0.2705	0.476	1	0	0	11	11.913371	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,183	0.665	0.525	0.16	1.363	0.629	0.279	0.34	0	0	1	8	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,190	0.69	0.53	0.17	1.5535	0.7945	0.3485	0.3695	1	0	0	9	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,191	0.695	0.56	0.185	1.74	0.885	0.3715	0.4375	0	0	1	10	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,194	0.7	0.525	0.19	1.6465	0.8545	0.307	0.3995	1	0	0	9	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,208	0.755	0.58	0.205	2.0065	0.8295	0.4015	0.595	0	0	1	10	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,214	0.275	0.195	0.09	0.1125	0.0545	0.0295	0.0355	0	1	0	6	7.28434	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,219	0.325	0.225	0.075	0.139	0.0565	0.032	0.09	0	1	0	6	8.092781	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,224	0.345	0.255	0.095	0.1945	0.0925	0.037	0.055	0	1	0	6	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,229	0.365	0.27	0.085	0.1875	0.081	0.042	0.058	0	1	0	6	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,236	0.375	0.275	0.09	0.218	0.093	0.0405	0.0755	0	1	0	6	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,238	0.375	0.28	0.08	0.2025	0.0825	0.048	0.065	0	1	0	8	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,248	0.395	0.295	0.095	0.2725	0.115	0.0625	0.085	0	1	0	8	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,254	0.425	0.325	0.11	0.3335	0.173	0.045	0.1	0	1	0	7	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,261	0.45	0.33	0.105	0.448	0.208	0.089	0.12	0	1	0	9	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,265	0.46	0.36	0.105	0.466	0.2225	0.099	0.11	0	1	0	7	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,266	0.46	0.35	0.105	0.3705	0.1575	0.077	0.114	0	1	0	9	8.894639	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,267	0.46	0.365	0.125	0.4785	0.206	0.1045	0.141	1	0	0	8	9.609152	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,269	0.47	0.365	0.1	0.411	0.175	0.0855	0.135	0	1	0	8	8.850935	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,271	0.47	0.355	0.12	0.393	0.167	0.0885	0.115	0	1	0	8	8.894639	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,277	0.48	0.365	0.1	0.461	0.2205	0.0835	0.135	0	1	0	8	8.850935	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,281	0.5	0.38	0.135	0.594	0.2945	0.104	0.1565	0	1	0	9	8.838903	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,293	0.52	0.4	0.13	0.5825	0.233	0.1365	0.18	0	1	0	10	9.659704	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,297	0.53	0.415	0.13	0.694	0.3905	0.111	0.167	0	1	0	9	9.053369	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,305	0.54	0.42	0.145	0.8655	0.4315	0.163	0.2175	1	0	0	10	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,306	0.54	0.42	0.14	0.7265	0.3205	0.1445	0.229	0	1	0	9	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,309	0.545	0.43	0.15	0.7285	0.302	0.1315	0.2545	0	1	0	10	10.839455	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,311	0.55	0.43	0.145	0.7895	0.3745	0.171	0.223	0	1	0	11	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,316	0.555	0.44	0.14	0.8705	0.407	0.156	0.255	0	0	1	9	10.221911	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,328	0.57	0.45	0.145	0.751	0.2825	0.2195	0.2215	0	1	0	10	10.126461	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,329	0.57	0.45	0.135	0.794	0.3815	0.1415	0.245	0	1	0	8	10.454085	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,330	0.57	0.46	0.135	0.9795	0.397	0.2525	0.2655	1	0	0	9	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,332	0.57	0.44	0.13	0.7665	0.347	0.1785	0.202	0	1	0	10	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,333	0.57	0.435	0.125	0.8965	0.383	0.1835	0.275	0	0	1	9	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,339	0.58	0.445	0.15	0.858	0.4	0.156	0.253	1	0	0	8	10.719022	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,341	0.585	0.49	0.185	1.171	0.522	0.2535	0.335	0	0	1	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,342	0.585	0.475	0.16	1.0505	0.48	0.234	0.285	0	1	0	10	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,345	0.585	0.475	0.15	1.065	0.5315	0.199	0.2885	0	0	1	10	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,346	0.585	0.45	0.18	0.7995	0.336	0.1855	0.237	0	0	1	8	10.200063	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,349	0.59	0.455	0.155	0.8855	0.388	0.188	0.275	0	0	1	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,353	0.6	0.48	0.155	1.014	0.451	0.1885	0.325	0	0	1	11	10.524909	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,363	0.61	0.45	0.15	0.871	0.407	0.1835	0.25	0	0	1	10	10.221911	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,364	0.61	0.48	0.165	1.244	0.6345	0.257	0.305	0	0	1	12	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,368	0.61	0.46	0.16	1	0.494	0.197	0.275	0	0	1	10	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,369	0.615	0.475	0.155	1.004	0.4475	0.193	0.2895	1	0	0	10	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,383	0.625	0.48	0.155	1.2035	0.5865	0.239	0.3185	1	0	0	12	10.420416	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,386	0.63	0.485	0.145	1.062	0.5065	0.1785	0.3365	0	0	1	12	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,390	0.635	0.5	0.165	1.4595	0.705	0.2645	0.39	1	0	0	9	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,394	0.64	0.565	0.23	1.521	0.644	0.372	0.406	0	0	1	15	10.875961	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,395	0.64	0.525	0.18	1.3135	0.4865	0.2995	0.4075	0	0	1	10	11.592526	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,397	0.645	0.5	0.195	1.401	0.6165	0.3515	0.3725	0	0	1	10	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,398	0.645	0.525	0.16	1.5075	0.7455	0.245	0.4325	0	0	1	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,415	0.695	0.565	0.19	1.7635	0.7465	0.399	0.4975	1	0	0	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,417	0.705	0.565	0.515	2.21	1.1075	0.4865	0.512	0	0	1	10	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,418	0.705	0.555	0.215	2.141	1.0465	0.383	0.528	0	0	1	11	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,435	0.385	0.3	0.09	0.247	0.1225	0.044	0.0675	0	1	0	5	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,436	0.395	0.295	0.09	0.3025	0.143	0.0665	0.0765	0	1	0	5	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,437	0.4	0.29	0.11	0.329	0.188	0.0455	0.0825	0	1	0	6	8.360179	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,441	0.405	0.3	0.105	0.304	0.1455	0.061	0.0805	0	1	0	6	8.360179	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,442	0.41	0.32	0.095	0.2905	0.141	0.063	0.073	0	1	0	5	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,455	0.475	0.37	0.125	0.649	0.347	0.136	0.142	0	0	1	8	9.288016	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,463	0.505	0.385	0.105	0.5525	0.239	0.1245	0.1555	0	0	1	9	9.551715	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,470	0.53	0.43	0.13	0.7045	0.346	0.1415	0.189	0	1	0	9	9.21832	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,496	0.62	0.48	0.165	1.0725	0.4815	0.235	0.312	0	0	1	9	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,499	0.63	0.47	0.145	1.1005	0.52	0.26	0.276	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100