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
770	0.53	0.455	0.165	0.9805	0.3155	0.2815	0.2965	1	0	0	11	13.534709	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
773	0.455	0.34	0.135	0.462	0.1675	0.158	0.12	0	0	1	9	9.567963	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
785	0.55	0.415	0.175	1.042	0.3295	0.2325	0.2905	0	0	1	15	13.344708	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
786	0.515	0.39	0.13	0.5755	0.1975	0.13	0.1845	1	0	0	9	10.694526	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
808	0.44	0.34	0.13	0.4195	0.153	0.1155	0.13	1	0	0	10	10.033321	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
815	0.325	0.25	0.08	0.1735	0.0765	0.0345	0.049	0	1	0	7	6.522934	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
825	0.395	0.29	0.095	0.319	0.138	0.08	0.082	0	1	0	7	7.105841	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
833	0.445	0.335	0.1	0.4895	0.2745	0.086	0.1105	0	1	0	7	6.914667	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
838	0.48	0.365	0.135	0.6395	0.2945	0.113	0.175	1	0	0	8	9.225734	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
839	0.485	0.355	0.105	0.498	0.2175	0.096	0.1525	0	1	0	9	8.113137	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
842	0.5	0.4	0.125	0.5975	0.27	0.1275	0.166	0	0	1	9	9.575823	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
853	0.57	0.455	0.15	0.952	0.3895	0.2155	0.2745	0	0	1	9	11.266439	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
869	0.615	0.51	0.15	1.296	0.545	0.3315	0.32	0	0	1	9	10.422856	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
871	0.62	0.505	0.16	1.3725	0.6285	0.275	0.3685	1	0	0	11	10.499991	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
877	0.635	0.5	0.15	1.376	0.6495	0.361	0.31	1	0	0	10	9.965479	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
878	0.635	0.485	0.165	1.2945	0.668	0.2605	0.2715	1	0	0	9	9.591634	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
879	0.64	0.51	0.165	1.486	0.7595	0.332	0.321	1	0	0	8	10.429507	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
884	0.66	0.52	0.19	1.558	0.755	0.298	0.4	0	0	1	10	10.93578	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
885	0.67	0.585	0.16	1.309	0.5445	0.2945	0.413	1	0	0	10	15.786082	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
887	0.675	0.525	0.155	1.4785	0.628	0.3405	0.42	1	0	0	9	11.553473	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
890	0.695	0.56	0.22	1.834	0.8455	0.422	0.455	1	0	0	11	11.388287	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
897	0.265	0.195	0.06	0.092	0.0345	0.025	0.0245	0	1	0	6	5.681588	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
898	0.28	0.12	0.075	0.117	0.0455	0.029	0.0345	0	1	0	4	5.642469	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
899	0.295	0.23	0.08	0.1625	0.065	0.05	0.0385	0	1	0	5	6.411077	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
915	0.375	0.28	0.09	0.215	0.084	0.06	0.055	0	1	0	6	7.047432	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
921	0.42	0.32	0.115	0.376	0.169	0.092	0.1	0	1	0	5	7.476794	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
924	0.425	0.315	0.1	0.377	0.1645	0.072	0.105	0	1	0	6	7.317168	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
926	0.43	0.325	0.09	0.425	0.217	0.087	0.095	0	1	0	7	6.96662	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
927	0.435	0.325	0.12	0.3995	0.1815	0.061	0.1125	0	1	0	8	7.915143	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
935	0.45	0.345	0.11	0.47	0.2355	0.0855	0.1135	0	1	0	7	7.548275	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
936	0.45	0.335	0.105	0.447	0.2335	0.153	0.119	0	1	0	7	7.49935	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
938	0.455	0.375	0.12	0.497	0.2355	0.1055	0.1295	0	1	0	6	7.64717	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
939	0.46	0.36	0.1	0.4635	0.2325	0.093	0.115	0	1	0	7	7.576915	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
946	0.47	0.365	0.12	0.582	0.29	0.092	0.146	1	0	0	8	8.634664	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
948	0.475	0.36	0.12	0.5915	0.3245	0.11	0.127	1	0	0	6	8.027782	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
952	0.48	0.365	0.12	0.6015	0.312	0.117	0.14	0	0	1	7	8.235799	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
954	0.49	0.385	0.125	0.649	0.32	0.124	0.1695	0	0	1	8	8.802392	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
956	0.495	0.4	0.135	0.61	0.272	0.1435	0.144	0	0	1	7	9.184179	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
961	0.505	0.39	0.13	0.674	0.3165	0.141	0.1785	1	0	0	9	8.805143	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
969	0.51	0.41	0.145	0.796	0.3865	0.1815	0.1955	0	0	1	8	9.662522	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
970	0.515	0.43	0.14	0.834	0.367	0.2	0.23	1	0	0	8	9.594114	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
977	0.535	0.4	0.135	0.8215	0.3935	0.196	0.205	1	0	0	8	9.599229	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
981	0.55	0.43	0.14	0.8105	0.368	0.161	0.275	1	0	0	9	11.050413	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
982	0.56	0.455	0.16	0.967	0.4525	0.207	0.274	1	0	0	9	9.945605	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
991	0.58	0.46	0.15	1.1155	0.5575	0.2255	0.29	1	0	0	7	9.757688	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,012	0.625	0.49	0.175	1.3325	0.5705	0.271	0.405	0	0	1	10	11.646427	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,013	0.625	0.475	0.175	1.1435	0.4755	0.2475	0.349	1	0	0	10	11.183708	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,015	0.625	0.485	0.2	1.38	0.5845	0.302	0.401	1	0	0	9	12.057976	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,020	0.635	0.525	0.185	1.4065	0.684	0.3	0.3745	0	0	1	10	10.576304	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,025	0.645	0.52	0.175	1.636	0.779	0.342	0.432	0	0	1	11	10.878542	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,027	0.645	0.505	0.165	1.4325	0.684	0.308	0.336	1	0	0	8	10.32245	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,031	0.65	0.495	0.16	1.304	0.57	0.312	0.3725	0	0	1	9	10.690589	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,032	0.65	0.52	0.21	1.6785	0.6665	0.308	0.46	0	0	1	11	12.600451	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,035	0.655	0.51	0.175	1.6525	0.8515	0.3365	0.403	1	0	0	10	10.736894	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,056	0.2	0.155	0.04	0.0435	0.0155	0.009	0.007	0	1	0	4	4.315219	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,058	0.245	0.18	0.065	0.071	0.03	0.013	0.0215	0	1	0	4	5.1208	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,059	0.25	0.18	0.065	0.0685	0.0245	0.0155	0.0225	0	1	0	5	5.14812	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,068	0.37	0.28	0.1	0.221	0.1165	0.0265	0.0635	0	1	0	6	7.166623	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,073	0.405	0.3	0.11	0.32	0.172	0.044	0.093	0	1	0	7	7.373313	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,076	0.42	0.3	0.105	0.316	0.1255	0.07	0.1035	0	1	0	7	7.479336	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,077	0.42	0.32	0.11	0.3625	0.174	0.0635	0.105	0	1	0	7	7.476794	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,078	0.42	0.31	0.095	0.279	0.1255	0.051	0.088	0	1	0	6	7.1215	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,088	0.45	0.34	0.12	0.4925	0.241	0.1075	0.12	0	1	0	6	7.573969	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,090	0.45	0.33	0.1	0.411	0.1945	0.1	0.098	0	1	0	6	7.264548	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,091	0.45	0.33	0.11	0.3685	0.16	0.0885	0.102	0	1	0	6	7.631081	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,099	0.5	0.375	0.14	0.5495	0.248	0.112	0.1585	0	1	0	7	8.454761	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,101	0.5	0.38	0.125	0.519	0.2485	0.1135	0.134	0	1	0	8	7.555928	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,108	0.515	0.385	0.125	0.6115	0.3175	0.1265	0.15	0	1	0	8	7.638553	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,112	0.52	0.46	0.15	1.019	0.523	0.1985	0.254	1	0	0	7	9.462679	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,115	0.525	0.405	0.12	0.7555	0.3755	0.1555	0.201	0	0	1	9	9.479803	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,117	0.53	0.4	0.125	0.617	0.279	0.127	0.19	0	1	0	8	9.320422	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,128	0.56	0.44	0.155	0.6405	0.336	0.1765	0.245	1	0	0	8	10.16101	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,129	0.56	0.415	0.145	0.852	0.43	0.1885	0.205	0	0	1	8	8.761152	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,133	0.57	0.46	0.15	1.0375	0.5415	0.2035	0.25	0	0	1	9	9.436552	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,146	0.58	0.445	0.135	0.814	0.3775	0.1915	0.22	0	0	1	9	9.367224	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,149	0.58	0.45	0.155	0.93	0.385	0.246	0.265	1	0	0	9	10.998709	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,156	0.6	0.465	0.155	1.0165	0.512	0.2465	0.225	0	0	1	10	8.968502	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,159	0.605	0.48	0.17	1.1835	0.582	0.2365	0.317	0	0	1	10	10.363514	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,162	0.61	0.485	0.145	1.3305	0.783	0.2255	0.2865	0	0	1	9	9.230393	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,163	0.61	0.47	0.165	1.052	0.498	0.242	0.267	0	0	1	9	9.753578	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,169	0.62	0.48	0.16	1.1125	0.5635	0.2445	0.281	1	0	0	8	9.808381	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,170	0.625	0.485	0.175	1.3745	0.7335	0.2715	0.332	1	0	0	9	10.128732	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,178	0.65	0.5	0.19	1.464	0.6415	0.339	0.4245	1	0	0	9	11.59103	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,182	0.66	0.53	0.185	1.346	0.546	0.2705	0.476	1	0	0	11	13.551857	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,183	0.665	0.525	0.16	1.363	0.629	0.279	0.34	0	0	1	8	10.205243	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,190	0.69	0.53	0.17	1.5535	0.7945	0.3485	0.3695	1	0	0	9	10.221787	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,191	0.695	0.56	0.185	1.74	0.885	0.3715	0.4375	0	0	1	10	10.880758	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,194	0.7	0.525	0.19	1.6465	0.8545	0.307	0.3995	1	0	0	9	10.759773	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,208	0.755	0.58	0.205	2.0065	0.8295	0.4015	0.595	0	0	1	10	12.229038	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,214	0.275	0.195	0.09	0.1125	0.0545	0.0295	0.0355	0	1	0	6	5.879562	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,219	0.325	0.225	0.075	0.139	0.0565	0.032	0.09	0	1	0	6	6.825349	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,224	0.345	0.255	0.095	0.1945	0.0925	0.037	0.055	0	1	0	6	6.925996	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,229	0.365	0.27	0.085	0.1875	0.081	0.042	0.058	0	1	0	6	6.892953	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,236	0.375	0.275	0.09	0.218	0.093	0.0405	0.0755	0	1	0	6	7.059822	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,238	0.375	0.28	0.08	0.2025	0.0825	0.048	0.065	0	1	0	8	7.014388	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,248	0.395	0.295	0.095	0.2725	0.115	0.0625	0.085	0	1	0	8	7.165041	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,254	0.425	0.325	0.11	0.3335	0.173	0.045	0.1	0	1	0	7	7.476794	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,261	0.45	0.33	0.105	0.448	0.208	0.089	0.12	0	1	0	9	7.897181	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,265	0.46	0.36	0.105	0.466	0.2225	0.099	0.11	0	1	0	7	7.302378	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
1,266	0.46	0.35	0.105	0.3705	0.1575	0.077	0.114	0	1	0	9	8.014741	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000

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