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
656	0.555	0.435	0.165	0.97	0.336	0.2315	0.295	1	0	0	17	12.758778	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
657	0.615	0.515	0.17	1.14	0.4305	0.2245	0.42	1	0	0	16	14.137061	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
663	0.38	0.305	0.105	0.281	0.1045	0.0615	0.09	1	0	0	12	8.716084	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
671	0.5	0.38	0.155	0.655	0.2405	0.143	0.205	1	0	0	17	12.158705	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
672	0.53	0.41	0.165	0.8115	0.24	0.169	0.24	1	0	0	19	13.330775	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
681	0.485	0.37	0.14	0.5725	0.204	0.1415	0.175	0	0	1	10	10.981853	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
684	0.51	0.4	0.14	0.6515	0.2455	0.1665	0.185	0	0	1	10	10.547437	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
693	0.38	0.29	0.12	0.283	0.1175	0.0655	0.085	0	0	1	9	8.753501	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
698	0.43	0.335	0.12	0.444	0.155	0.1145	0.14	1	0	0	13	9.816637	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
699	0.395	0.315	0.105	0.3515	0.1185	0.091	0.1195	1	0	0	16	9.22134	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
700	0.385	0.285	0.105	0.2905	0.1215	0.0685	0.0875	0	0	1	12	8.649774	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
703	0.395	0.295	0.115	0.316	0.1205	0.0595	0.1105	0	0	1	12	8.822313	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
705	0.415	0.325	0.14	0.417	0.1535	0.1015	0.144	0	0	1	10	10.703783	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
709	0.295	0.225	0.09	0.1105	0.0405	0.0245	0.032	0	1	0	7	6.411052	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
711	0.375	0.3	0.1	0.2465	0.104	0.0475	0.083	0	0	1	11	8.600917	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
715	0.275	0.2	0.065	0.1035	0.0475	0.0205	0.03	0	1	0	7	5.761432	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
723	0.525	0.41	0.13	0.99	0.3865	0.243	0.295	0	0	1	15	12.630219	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
727	0.48	0.375	0.105	0.525	0.2185	0.1195	0.155	1	0	0	12	9.438193	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
734	0.525	0.425	0.12	0.8665	0.2825	0.176	0.29	0	0	1	18	12.092681	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
743	0.52	0.405	0.14	0.8175	0.2795	0.183	0.26	1	0	0	17	12.407477	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
747	0.52	0.385	0.14	0.6595	0.2485	0.2035	0.16	0	0	1	9	10.335058	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
756	0.615	0.525	0.155	1.1375	0.367	0.236	0.37	0	0	1	20	13.474912	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
758	0.57	0.44	0.155	1.116	0.4775	0.2315	0.27	0	0	1	13	9.746797	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
762	0.54	0.44	0.135	0.959	0.2385	0.221	0.3	1	0	0	17	14.567098	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
763	0.64	0.51	0.19	1.613	0.6215	0.361	0.47	0	0	1	14	12.610424	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
767	0.345	0.27	0.095	0.197	0.0665	0.05	0.07	0	0	1	9	8.555799	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
770	0.53	0.455	0.165	0.9805	0.3155	0.2815	0.2965	1	0	0	11	13.203216	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
773	0.455	0.34	0.135	0.462	0.1675	0.158	0.12	0	0	1	9	9.595202	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
785	0.55	0.415	0.175	1.042	0.3295	0.2325	0.2905	0	0	1	15	12.437051	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
786	0.515	0.39	0.13	0.5755	0.1975	0.13	0.1845	1	0	0	9	10.413608	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
808	0.44	0.34	0.13	0.4195	0.153	0.1155	0.13	1	0	0	10	9.680292	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
815	0.325	0.25	0.08	0.1735	0.0765	0.0345	0.049	0	1	0	7	6.603305	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
825	0.395	0.29	0.095	0.319	0.138	0.08	0.082	0	1	0	7	7.168105	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
833	0.445	0.335	0.1	0.4895	0.2745	0.086	0.1105	0	1	0	7	7.124631	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
838	0.48	0.365	0.135	0.6395	0.2945	0.113	0.175	1	0	0	8	9.468559	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
839	0.485	0.355	0.105	0.498	0.2175	0.096	0.1525	0	1	0	9	8.226076	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
842	0.5	0.4	0.125	0.5975	0.27	0.1275	0.166	0	0	1	9	9.632006	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
853	0.57	0.455	0.15	0.952	0.3895	0.2155	0.2745	0	0	1	9	11.064632	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
869	0.615	0.51	0.15	1.296	0.545	0.3315	0.32	0	0	1	9	10.517583	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
871	0.62	0.505	0.16	1.3725	0.6285	0.275	0.3685	1	0	0	11	10.670774	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
877	0.635	0.5	0.15	1.376	0.6495	0.361	0.31	1	0	0	10	10.112856	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
878	0.635	0.485	0.165	1.2945	0.668	0.2605	0.2715	1	0	0	9	9.738703	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
879	0.64	0.51	0.165	1.486	0.7595	0.332	0.321	1	0	0	8	10.389679	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
884	0.66	0.52	0.19	1.558	0.755	0.298	0.4	0	0	1	10	11.124634	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
885	0.67	0.585	0.16	1.309	0.5445	0.2945	0.413	1	0	0	10	13.218873	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
887	0.675	0.525	0.155	1.4785	0.628	0.3405	0.42	1	0	0	9	11.55463	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
890	0.695	0.56	0.22	1.834	0.8455	0.422	0.455	1	0	0	11	11.471535	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
897	0.265	0.195	0.06	0.092	0.0345	0.025	0.0245	0	1	0	6	5.761432	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
898	0.28	0.12	0.075	0.117	0.0455	0.029	0.0345	0	1	0	4	5.720532	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
899	0.295	0.23	0.08	0.1625	0.065	0.05	0.0385	0	1	0	5	6.449193	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
915	0.375	0.28	0.09	0.215	0.084	0.06	0.055	0	1	0	6	7.073806	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
921	0.42	0.32	0.115	0.376	0.169	0.092	0.1	0	1	0	5	7.56809	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
924	0.425	0.315	0.1	0.377	0.1645	0.072	0.105	0	1	0	6	7.3906	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
926	0.43	0.325	0.09	0.425	0.217	0.087	0.095	0	1	0	7	7.109873	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
927	0.435	0.325	0.12	0.3995	0.1815	0.061	0.1125	0	1	0	8	8.052292	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
935	0.45	0.345	0.11	0.47	0.2355	0.0855	0.1135	0	1	0	7	7.719379	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
936	0.45	0.335	0.105	0.447	0.2335	0.153	0.119	0	1	0	7	7.6739	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
938	0.455	0.375	0.12	0.497	0.2355	0.1055	0.1295	0	1	0	6	7.799752	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
939	0.46	0.36	0.1	0.4635	0.2325	0.093	0.115	0	1	0	7	7.705163	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
946	0.47	0.365	0.12	0.582	0.29	0.092	0.146	1	0	0	8	8.78964	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
948	0.475	0.36	0.12	0.5915	0.3245	0.11	0.127	1	0	0	6	8.221564	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
952	0.48	0.365	0.12	0.6015	0.312	0.117	0.14	0	0	1	7	8.432512	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
954	0.49	0.385	0.125	0.649	0.32	0.124	0.1695	0	0	1	8	8.89811	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
956	0.495	0.4	0.135	0.61	0.272	0.1435	0.144	0	0	1	7	9.216701	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
961	0.505	0.39	0.13	0.674	0.3165	0.141	0.1785	1	0	0	9	8.907434	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
969	0.51	0.41	0.145	0.796	0.3865	0.1815	0.1955	0	0	1	8	9.647205	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
970	0.515	0.43	0.14	0.834	0.367	0.2	0.23	1	0	0	8	9.859118	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
977	0.535	0.4	0.135	0.8215	0.3935	0.196	0.205	1	0	0	8	9.447743	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
981	0.55	0.43	0.14	0.8105	0.368	0.161	0.275	1	0	0	9	11.037198	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
982	0.56	0.455	0.16	0.967	0.4525	0.207	0.274	1	0	0	9	10.019703	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
991	0.58	0.46	0.15	1.1155	0.5575	0.2255	0.29	1	0	0	7	9.857414	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,012	0.625	0.49	0.175	1.3325	0.5705	0.271	0.405	0	0	1	10	11.737248	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,013	0.625	0.475	0.175	1.1435	0.4755	0.2475	0.349	1	0	0	10	11.105011	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,015	0.625	0.485	0.2	1.38	0.5845	0.302	0.401	1	0	0	9	12.233612	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,020	0.635	0.525	0.185	1.4065	0.684	0.3	0.3745	0	0	1	10	10.733558	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,025	0.645	0.52	0.175	1.636	0.779	0.342	0.432	0	0	1	11	11.015533	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,027	0.645	0.505	0.165	1.4325	0.684	0.308	0.336	1	0	0	8	10.425997	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,031	0.65	0.495	0.16	1.304	0.57	0.312	0.3725	0	0	1	9	10.842514	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,032	0.65	0.52	0.21	1.6785	0.6665	0.308	0.46	0	0	1	11	12.406932	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,035	0.655	0.51	0.175	1.6525	0.8515	0.3365	0.403	1	0	0	10	10.873885	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,056	0.2	0.155	0.04	0.0435	0.0155	0.009	0.007	0	1	0	4	4.534827	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,058	0.245	0.18	0.065	0.071	0.03	0.013	0.0215	0	1	0	4	5.230619	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,059	0.25	0.18	0.065	0.0685	0.0245	0.0155	0.0225	0	1	0	5	5.230619	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,068	0.37	0.28	0.1	0.221	0.1165	0.0265	0.0635	0	1	0	6	7.197454	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,073	0.405	0.3	0.11	0.32	0.172	0.044	0.093	0	1	0	7	7.491448	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,076	0.42	0.3	0.105	0.316	0.1255	0.07	0.1035	0	1	0	7	7.523316	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,077	0.42	0.32	0.11	0.3625	0.174	0.0635	0.105	0	1	0	7	7.56809	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,078	0.42	0.31	0.095	0.279	0.1255	0.051	0.088	0	1	0	6	7.168105	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,088	0.45	0.34	0.12	0.4925	0.241	0.1075	0.12	0	1	0	6	7.791514	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,090	0.45	0.33	0.1	0.411	0.1945	0.1	0.098	0	1	0	6	7.386601	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,091	0.45	0.33	0.11	0.3685	0.16	0.0885	0.102	0	1	0	6	7.624443	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,099	0.5	0.375	0.14	0.5495	0.248	0.112	0.1585	0	1	0	7	8.607729	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,101	0.5	0.38	0.125	0.519	0.2485	0.1135	0.134	0	1	0	8	7.76058	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,108	0.515	0.385	0.125	0.6115	0.3175	0.1265	0.15	0	1	0	8	7.727716	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,112	0.52	0.46	0.15	1.019	0.523	0.1985	0.254	1	0	0	7	9.576159	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,115	0.525	0.405	0.12	0.7555	0.3755	0.1555	0.201	0	0	1	9	9.594749	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,117	0.53	0.4	0.125	0.617	0.279	0.127	0.19	0	1	0	8	9.416349	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,128	0.56	0.44	0.155	0.6405	0.336	0.1765	0.245	1	0	0	8	10.346219	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,129	0.56	0.415	0.145	0.852	0.43	0.1885	0.205	0	0	1	8	9.059166	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
1,133	0.57	0.46	0.15	1.0375	0.5415	0.2035	0.25	0	0	1	9	9.531059	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500

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