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
879	0.64	0.51	0.165	1.486	0.7595	0.332	0.321	1	0	0	8	10.193976	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
884	0.66	0.52	0.19	1.558	0.755	0.298	0.4	0	0	1	10	10.666558	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
885	0.67	0.585	0.16	1.309	0.5445	0.2945	0.413	1	0	0	10	22.170506	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
887	0.675	0.525	0.155	1.4785	0.628	0.3405	0.42	1	0	0	9	11.506705	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
890	0.695	0.56	0.22	1.834	0.8455	0.422	0.455	1	0	0	11	10.883575	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
897	0.265	0.195	0.06	0.092	0.0345	0.025	0.0245	0	1	0	6	5.389024	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
898	0.28	0.12	0.075	0.117	0.0455	0.029	0.0345	0	1	0	4	5.814156	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
899	0.295	0.23	0.08	0.1625	0.065	0.05	0.0385	0	1	0	5	6.56807	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
915	0.375	0.28	0.09	0.215	0.084	0.06	0.055	0	1	0	6	6.805071	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
921	0.42	0.32	0.115	0.376	0.169	0.092	0.1	0	1	0	5	7.195921	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
924	0.425	0.315	0.1	0.377	0.1645	0.072	0.105	0	1	0	6	7.154766	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
926	0.43	0.325	0.09	0.425	0.217	0.087	0.095	0	1	0	7	6.37059	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
927	0.435	0.325	0.12	0.3995	0.1815	0.061	0.1125	0	1	0	8	7.954919	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
935	0.45	0.345	0.11	0.47	0.2355	0.0855	0.1135	0	1	0	7	7.385987	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
936	0.45	0.335	0.105	0.447	0.2335	0.153	0.119	0	1	0	7	7.479852	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
938	0.455	0.375	0.12	0.497	0.2355	0.1055	0.1295	0	1	0	6	7.837609	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
939	0.46	0.36	0.1	0.4635	0.2325	0.093	0.115	0	1	0	7	7.210291	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
946	0.47	0.365	0.12	0.582	0.29	0.092	0.146	1	0	0	8	8.355133	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
948	0.475	0.36	0.12	0.5915	0.3245	0.11	0.127	1	0	0	6	7.789191	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
952	0.48	0.365	0.12	0.6015	0.312	0.117	0.14	0	0	1	7	7.857462	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
954	0.49	0.385	0.125	0.649	0.32	0.124	0.1695	0	0	1	8	8.789555	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
956	0.495	0.4	0.135	0.61	0.272	0.1435	0.144	0	0	1	7	8.782765	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
961	0.505	0.39	0.13	0.674	0.3165	0.141	0.1785	1	0	0	9	8.413608	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
969	0.51	0.41	0.145	0.796	0.3865	0.1815	0.1955	0	0	1	8	9.749157	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
970	0.515	0.43	0.14	0.834	0.367	0.2	0.23	1	0	0	8	9.833745	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
977	0.535	0.4	0.135	0.8215	0.3935	0.196	0.205	1	0	0	8	9.616007	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
981	0.55	0.43	0.14	0.8105	0.368	0.161	0.275	1	0	0	9	10.869837	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
982	0.56	0.455	0.16	0.967	0.4525	0.207	0.274	1	0	0	9	9.645521	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
991	0.58	0.46	0.15	1.1155	0.5575	0.2255	0.29	1	0	0	7	9.557144	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,012	0.625	0.49	0.175	1.3325	0.5705	0.271	0.405	0	0	1	10	11.789713	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,013	0.625	0.475	0.175	1.1435	0.4755	0.2475	0.349	1	0	0	10	10.489672	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,015	0.625	0.485	0.2	1.38	0.5845	0.302	0.401	1	0	0	9	12.2796	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,020	0.635	0.525	0.185	1.4065	0.684	0.3	0.3745	0	0	1	10	10.305455	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,025	0.645	0.52	0.175	1.636	0.779	0.342	0.432	0	0	1	11	10.476852	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,027	0.645	0.505	0.165	1.4325	0.684	0.308	0.336	1	0	0	8	10.531341	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,031	0.65	0.495	0.16	1.304	0.57	0.312	0.3725	0	0	1	9	9.916419	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,032	0.65	0.52	0.21	1.6785	0.6665	0.308	0.46	0	0	1	11	13.266806	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,035	0.655	0.51	0.175	1.6525	0.8515	0.3365	0.403	1	0	0	10	9.8856	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,056	0.2	0.155	0.04	0.0435	0.0155	0.009	0.007	0	1	0	4	4.201768	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,058	0.245	0.18	0.065	0.071	0.03	0.013	0.0215	0	1	0	4	5.072772	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,059	0.25	0.18	0.065	0.0685	0.0245	0.0155	0.0225	0	1	0	5	5.072772	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,068	0.37	0.28	0.1	0.221	0.1165	0.0265	0.0635	0	1	0	6	7.213188	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,073	0.405	0.3	0.11	0.32	0.172	0.044	0.093	0	1	0	7	7.223725	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,076	0.42	0.3	0.105	0.316	0.1255	0.07	0.1035	0	1	0	7	7.232597	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,077	0.42	0.32	0.11	0.3625	0.174	0.0635	0.105	0	1	0	7	7.506755	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,078	0.42	0.31	0.095	0.279	0.1255	0.051	0.088	0	1	0	6	7.129367	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,088	0.45	0.34	0.12	0.4925	0.241	0.1075	0.12	0	1	0	6	7.190305	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,090	0.45	0.33	0.1	0.411	0.1945	0.1	0.098	0	1	0	6	7.325524	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,091	0.45	0.33	0.11	0.3685	0.16	0.0885	0.102	0	1	0	6	7.753342	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,099	0.5	0.375	0.14	0.5495	0.248	0.112	0.1585	0	1	0	7	8.038813	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,101	0.5	0.38	0.125	0.519	0.2485	0.1135	0.134	0	1	0	8	6.894128	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,108	0.515	0.385	0.125	0.6115	0.3175	0.1265	0.15	0	1	0	8	7.333056	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,112	0.52	0.46	0.15	1.019	0.523	0.1985	0.254	1	0	0	7	9.430581	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,115	0.525	0.405	0.12	0.7555	0.3755	0.1555	0.201	0	0	1	9	9.398634	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,117	0.53	0.4	0.125	0.617	0.279	0.127	0.19	0	1	0	8	9.007597	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,128	0.56	0.44	0.155	0.6405	0.336	0.1765	0.245	1	0	0	8	8.819226	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,129	0.56	0.415	0.145	0.852	0.43	0.1885	0.205	0	0	1	8	8.689645	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,133	0.57	0.46	0.15	1.0375	0.5415	0.2035	0.25	0	0	1	9	9.320914	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,146	0.58	0.445	0.135	0.814	0.3775	0.1915	0.22	0	0	1	9	9.417118	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,149	0.58	0.45	0.155	0.93	0.385	0.246	0.265	1	0	0	9	10.683033	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,156	0.6	0.465	0.155	1.0165	0.512	0.2465	0.225	0	0	1	10	8.865632	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,159	0.605	0.48	0.17	1.1835	0.582	0.2365	0.317	0	0	1	10	10.027699	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,162	0.61	0.485	0.145	1.3305	0.783	0.2255	0.2865	0	0	1	9	10.67957	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,163	0.61	0.47	0.165	1.052	0.498	0.242	0.267	0	0	1	9	9.318625	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,169	0.62	0.48	0.16	1.1125	0.5635	0.2445	0.281	1	0	0	8	9.680076	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,170	0.625	0.485	0.175	1.3745	0.7335	0.2715	0.332	1	0	0	9	10.280775	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,178	0.65	0.5	0.19	1.464	0.6415	0.339	0.4245	1	0	0	9	11.390748	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,182	0.66	0.53	0.185	1.346	0.546	0.2705	0.476	1	0	0	11	13.758126	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,183	0.665	0.525	0.16	1.363	0.629	0.279	0.34	0	0	1	8	9.987975	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,190	0.69	0.53	0.17	1.5535	0.7945	0.3485	0.3695	1	0	0	9	10.075101	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,191	0.695	0.56	0.185	1.74	0.885	0.3715	0.4375	0	0	1	10	10.329507	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,194	0.7	0.525	0.19	1.6465	0.8545	0.307	0.3995	1	0	0	9	10.141521	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,208	0.755	0.58	0.205	2.0065	0.8295	0.4015	0.595	0	0	1	10	12.52332	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,214	0.275	0.195	0.09	0.1125	0.0545	0.0295	0.0355	0	1	0	6	5.859384	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,219	0.325	0.225	0.075	0.139	0.0565	0.032	0.09	0	1	0	6	7.816756	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,224	0.345	0.255	0.095	0.1945	0.0925	0.037	0.055	0	1	0	6	6.954337	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,229	0.365	0.27	0.085	0.1875	0.081	0.042	0.058	0	1	0	6	6.705227	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,236	0.375	0.275	0.09	0.218	0.093	0.0405	0.0755	0	1	0	6	6.953305	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,238	0.375	0.28	0.08	0.2025	0.0825	0.048	0.065	0	1	0	8	6.748619	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,248	0.395	0.295	0.095	0.2725	0.115	0.0625	0.085	0	1	0	8	7.393467	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,254	0.425	0.325	0.11	0.3335	0.173	0.045	0.1	0	1	0	7	7.482652	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,261	0.45	0.33	0.105	0.448	0.208	0.089	0.12	0	1	0	9	7.589648	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,265	0.46	0.36	0.105	0.466	0.2225	0.099	0.11	0	1	0	7	7.180644	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,266	0.46	0.35	0.105	0.3705	0.1575	0.077	0.114	0	1	0	9	8.316424	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,267	0.46	0.365	0.125	0.4785	0.206	0.1045	0.141	1	0	0	8	9.988687	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,269	0.47	0.365	0.1	0.411	0.175	0.0855	0.135	0	1	0	8	7.47131	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,271	0.47	0.355	0.12	0.393	0.167	0.0885	0.115	0	1	0	8	7.250426	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,277	0.48	0.365	0.1	0.461	0.2205	0.0835	0.135	0	1	0	8	7.486549	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,281	0.5	0.38	0.135	0.594	0.2945	0.104	0.1565	0	1	0	9	7.631658	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,293	0.52	0.4	0.13	0.5825	0.233	0.1365	0.18	0	1	0	10	8.630956	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,297	0.53	0.415	0.13	0.694	0.3905	0.111	0.167	0	1	0	9	7.548185	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,305	0.54	0.42	0.145	0.8655	0.4315	0.163	0.2175	1	0	0	10	8.669749	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,306	0.54	0.42	0.14	0.7265	0.3205	0.1445	0.229	0	1	0	9	9.251356	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,309	0.545	0.43	0.15	0.7285	0.302	0.1315	0.2545	0	1	0	10	10.309065	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,311	0.55	0.43	0.145	0.7895	0.3745	0.171	0.223	0	1	0	11	9.173191	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,316	0.555	0.44	0.14	0.8705	0.407	0.156	0.255	0	0	1	9	9.200376	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,328	0.57	0.45	0.145	0.751	0.2825	0.2195	0.2215	0	1	0	10	9.044154	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,329	0.57	0.45	0.135	0.794	0.3815	0.1415	0.245	0	1	0	8	10.106166	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,330	0.57	0.46	0.135	0.9795	0.397	0.2525	0.2655	1	0	0	9	10.250809	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
1,332	0.57	0.44	0.13	0.7665	0.347	0.1785	0.202	0	1	0	10	9.039985	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500

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