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
1,146	0.58	0.445	0.135	0.814	0.3775	0.1915	0.22	0	0	1	9	9.580993	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,149	0.58	0.45	0.155	0.93	0.385	0.246	0.265	1	0	0	9	11.076841	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,156	0.6	0.465	0.155	1.0165	0.512	0.2465	0.225	0	0	1	10	9.080116	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,159	0.605	0.48	0.17	1.1835	0.582	0.2365	0.317	0	0	1	10	10.484509	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,162	0.61	0.485	0.145	1.3305	0.783	0.2255	0.2865	0	0	1	9	9.475296	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,163	0.61	0.47	0.165	1.052	0.498	0.242	0.267	0	0	1	9	9.871971	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,169	0.62	0.48	0.16	1.1125	0.5635	0.2445	0.281	1	0	0	8	9.886327	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,170	0.625	0.485	0.175	1.3745	0.7335	0.2715	0.332	1	0	0	9	10.389679	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,178	0.65	0.5	0.19	1.464	0.6415	0.339	0.4245	1	0	0	9	11.650771	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,182	0.66	0.53	0.185	1.346	0.546	0.2705	0.476	1	0	0	11	13.698461	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,183	0.665	0.525	0.16	1.363	0.629	0.279	0.34	0	0	1	8	10.428001	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,190	0.69	0.53	0.17	1.5535	0.7945	0.3485	0.3695	1	0	0	9	10.44761	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,191	0.695	0.56	0.185	1.74	0.885	0.3715	0.4375	0	0	1	10	11.098523	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,194	0.7	0.525	0.19	1.6465	0.8545	0.307	0.3995	1	0	0	9	10.973552	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,208	0.755	0.58	0.205	2.0065	0.8295	0.4015	0.595	0	0	1	10	12.326456	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,214	0.275	0.195	0.09	0.1125	0.0545	0.0295	0.0355	0	1	0	6	5.939421	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,219	0.325	0.225	0.075	0.139	0.0565	0.032	0.09	0	1	0	6	6.836803	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,224	0.345	0.255	0.095	0.1945	0.0925	0.037	0.055	0	1	0	6	6.975968	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,229	0.365	0.27	0.085	0.1875	0.081	0.042	0.058	0	1	0	6	6.949948	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,236	0.375	0.275	0.09	0.218	0.093	0.0405	0.0755	0	1	0	6	7.117572	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,238	0.375	0.28	0.08	0.2025	0.0825	0.048	0.065	0	1	0	8	7.047785	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,248	0.395	0.295	0.095	0.2725	0.115	0.0625	0.085	0	1	0	8	7.177001	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,254	0.425	0.325	0.11	0.3335	0.173	0.045	0.1	0	1	0	7	7.56809	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,261	0.45	0.33	0.105	0.448	0.208	0.089	0.12	0	1	0	9	8.023525	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,265	0.46	0.36	0.105	0.466	0.2225	0.099	0.11	0	1	0	7	7.378132	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,266	0.46	0.35	0.105	0.3705	0.1575	0.077	0.114	0	1	0	9	7.985103	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,267	0.46	0.365	0.125	0.4785	0.206	0.1045	0.141	1	0	0	8	9.641387	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,269	0.47	0.365	0.1	0.411	0.175	0.0855	0.135	0	1	0	8	7.945222	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,271	0.47	0.355	0.12	0.393	0.167	0.0885	0.115	0	1	0	8	8.064503	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,277	0.48	0.365	0.1	0.461	0.2205	0.0835	0.135	0	1	0	8	7.825248	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,281	0.5	0.38	0.135	0.594	0.2945	0.104	0.1565	0	1	0	9	8.039721	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,293	0.52	0.4	0.13	0.5825	0.233	0.1365	0.18	0	1	0	10	9.090513	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,297	0.53	0.415	0.13	0.694	0.3905	0.111	0.167	0	1	0	9	8.192066	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,305	0.54	0.42	0.145	0.8655	0.4315	0.163	0.2175	1	0	0	10	9.068489	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,306	0.54	0.42	0.14	0.7265	0.3205	0.1445	0.229	0	1	0	9	9.600162	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,309	0.545	0.43	0.15	0.7285	0.302	0.1315	0.2545	0	1	0	10	10.704358	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,311	0.55	0.43	0.145	0.7895	0.3745	0.171	0.223	0	1	0	11	9.430524	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,316	0.555	0.44	0.14	0.8705	0.407	0.156	0.255	0	0	1	9	9.62871	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,328	0.57	0.45	0.145	0.751	0.2825	0.2195	0.2215	0	1	0	10	9.875731	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,329	0.57	0.45	0.135	0.794	0.3815	0.1415	0.245	0	1	0	8	10.226907	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,330	0.57	0.46	0.135	0.9795	0.397	0.2525	0.2655	1	0	0	9	10.997088	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,332	0.57	0.44	0.13	0.7665	0.347	0.1785	0.202	0	1	0	10	9.345418	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,333	0.57	0.435	0.125	0.8965	0.383	0.1835	0.275	0	0	1	9	11.044702	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,339	0.58	0.445	0.15	0.858	0.4	0.156	0.253	1	0	0	8	10.450432	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,341	0.585	0.49	0.185	1.171	0.522	0.2535	0.335	0	0	1	10	10.80515	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,342	0.585	0.475	0.16	1.0505	0.48	0.234	0.285	0	1	0	10	10.078774	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,345	0.585	0.475	0.15	1.065	0.5315	0.199	0.2885	0	0	1	10	9.805578	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,346	0.585	0.45	0.18	0.7995	0.336	0.1855	0.237	0	0	1	8	10.387933	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,349	0.59	0.455	0.155	0.8855	0.388	0.188	0.275	0	0	1	10	11.008653	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,353	0.6	0.48	0.155	1.014	0.451	0.1885	0.325	0	0	1	11	10.874079	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,363	0.61	0.45	0.15	0.871	0.407	0.1835	0.25	0	0	1	10	9.62871	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,364	0.61	0.48	0.165	1.244	0.6345	0.257	0.305	0	0	1	12	10.174308	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,368	0.61	0.46	0.16	1	0.494	0.197	0.275	0	0	1	10	9.873271	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,369	0.615	0.475	0.155	1.004	0.4475	0.193	0.2895	1	0	0	10	9.822977	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,383	0.625	0.48	0.155	1.2035	0.5865	0.239	0.3185	1	0	0	12	10.417974	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,386	0.63	0.485	0.145	1.062	0.5065	0.1785	0.3365	0	0	1	12	10.635648	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,390	0.635	0.5	0.165	1.4595	0.705	0.2645	0.39	1	0	0	9	10.970694	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,394	0.64	0.565	0.23	1.521	0.644	0.372	0.406	0	0	1	15	11.414164	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,395	0.64	0.525	0.18	1.3135	0.4865	0.2995	0.4075	0	0	1	10	13.335431	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,397	0.645	0.5	0.195	1.401	0.6165	0.3515	0.3725	0	0	1	10	11.050538	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,398	0.645	0.525	0.16	1.5075	0.7455	0.245	0.4325	0	0	1	11	11.255233	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,415	0.695	0.565	0.19	1.7635	0.7465	0.399	0.4975	1	0	0	11	12.067475	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,417	0.705	0.565	0.515	2.21	1.1075	0.4865	0.512	0	0	1	10	11.405309	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,418	0.705	0.555	0.215	2.141	1.0465	0.383	0.528	0	0	1	11	11.683826	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,435	0.385	0.3	0.09	0.247	0.1225	0.044	0.0675	0	1	0	5	7.129806	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,436	0.395	0.295	0.09	0.3025	0.143	0.0665	0.0765	0	1	0	5	7.168105	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,437	0.4	0.29	0.11	0.329	0.188	0.0455	0.0825	0	1	0	6	7.491448	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,441	0.405	0.3	0.105	0.304	0.1455	0.061	0.0805	0	1	0	6	7.446675	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,442	0.41	0.32	0.095	0.2905	0.141	0.063	0.073	0	1	0	5	7.168105	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,455	0.475	0.37	0.125	0.649	0.347	0.136	0.142	0	0	1	8	8.312322	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,463	0.505	0.385	0.105	0.5525	0.239	0.1245	0.1555	0	0	1	9	9.119135	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,470	0.53	0.43	0.13	0.7045	0.346	0.1415	0.189	0	1	0	9	8.332692	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,496	0.62	0.48	0.165	1.0725	0.4815	0.235	0.312	0	0	1	9	10.483352	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,499	0.63	0.47	0.145	1.1005	0.52	0.26	0.276	0	0	1	9	9.797774	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,500	0.63	0.5	0.175	1.1105	0.467	0.268	0.329	1	0	0	10	11.006766	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,502	0.63	0.48	0.15	1.271	0.6605	0.2425	0.31	0	0	1	11	10.105899	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,507	0.645	0.515	0.175	1.546	0.7035	0.365	0.415	1	0	0	10	11.227518	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,511	0.65	0.515	0.175	1.466	0.677	0.3045	0.4	0	0	1	10	11.122188	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,512	0.65	0.5	0.16	1.3825	0.702	0.304	0.3195	1	0	0	9	10.318258	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,516	0.66	0.505	0.165	1.374	0.589	0.351	0.345	0	0	1	10	10.621431	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,526	0.705	0.56	0.165	1.675	0.797	0.4095	0.388	0	0	1	10	10.70678	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,534	0.3	0.23	0.085	0.117	0.05	0.0175	0.0415	0	1	0	6	6.374073	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,538	0.355	0.27	0.075	0.1775	0.079	0.0315	0.054	0	1	0	6	6.584905	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,539	0.355	0.26	0.09	0.1985	0.0715	0.0495	0.058	0	1	0	7	6.977454	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,543	0.365	0.27	0.085	0.2225	0.0935	0.0525	0.066	0	1	0	7	6.899224	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,545	0.375	0.28	0.08	0.2165	0.0935	0.0925	0.07	0	1	0	7	7.15098	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,549	0.385	0.28	0.095	0.257	0.119	0.059	0.07	0	1	0	7	7.168105	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,553	0.39	0.29	0.1	0.2225	0.095	0.0465	0.073	0	1	0	7	7.352038	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,560	0.435	0.325	0.11	0.367	0.1595	0.08	0.105	0	1	0	6	7.624443	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,561	0.45	0.34	0.095	0.3245	0.1385	0.064	0.105	0	1	0	8	7.244746	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,563	0.455	0.36	0.115	0.457	0.2085	0.0855	0.147	0	1	0	10	8.431254	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,567	0.465	0.345	0.11	0.393	0.1825	0.0735	0.12	0	1	0	8	8.12271	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,575	0.485	0.375	0.13	0.6025	0.2935	0.1285	0.16	0	1	0	7	8.350219	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,580	0.5	0.4	0.12	0.616	0.261	0.143	0.1935	0	1	0	8	9.724821	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,582	0.5	0.375	0.14	0.559	0.2375	0.135	0.169	0	1	0	9	9.819276	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,592	0.525	0.39	0.12	0.664	0.3115	0.147	0.178	0	1	0	9	8.472824	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,594	0.525	0.4	0.14	0.654	0.305	0.16	0.169	0	1	0	7	8.882951	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,604	0.54	0.455	0.14	0.972	0.419	0.255	0.269	0	0	1	10	10.105157	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,617	0.555	0.435	0.14	0.765	0.3945	0.15	0.206	0	1	0	8	9.379786	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,625	0.565	0.43	0.15	0.831	0.4245	0.1735	0.219	0	0	1	10	8.999394	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500

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