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
1,984	0.75	0.55	0.195	1.8325	0.83	0.366	0.44	1	0	0	11	10.573903	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
1,986	0.135	0.13	0.04	0.029	0.0125	0.0065	0.008	0	1	0	4	4.365809	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
1,987	0.16	0.11	0.025	0.0195	0.0075	0.005	0.006	0	1	0	4	4.355918	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
1,992	0.29	0.21	0.07	0.1115	0.048	0.0205	0.03	0	1	0	5	5.607812	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
1,993	0.29	0.21	0.06	0.1195	0.056	0.0235	0.03	0	1	0	6	5.566551	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
1,997	0.335	0.25	0.08	0.1695	0.0695	0.044	0.0495	0	1	0	6	6.684214	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
1,998	0.35	0.235	0.08	0.17	0.0725	0.0465	0.0495	0	1	0	7	6.670911	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,002	0.36	0.27	0.085	0.196	0.0905	0.034	0.053	0	1	0	7	6.312738	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,010	0.435	0.325	0.12	0.346	0.159	0.084	0.095	0	1	0	7	7.807269	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,013	0.47	0.365	0.135	0.522	0.2395	0.1525	0.145	0	0	1	10	9.850884	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,016	0.505	0.39	0.12	0.653	0.3315	0.1385	0.167	0	0	1	9	7.86739	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,019	0.51	0.455	0.135	0.6855	0.2875	0.154	0.2035	0	1	0	9	8.335913	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,026	0.56	0.41	0.16	0.8215	0.342	0.184	0.253	1	0	0	9	11.294199	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,031	0.6	0.45	0.14	0.837	0.37	0.177	0.2425	1	0	0	10	9.666378	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,036	0.255	0.19	0.06	0.086	0.04	0.0185	0.025	0	1	0	5	5.209139	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,038	0.28	0.215	0.08	0.132	0.072	0.022	0.033	0	1	0	5	5.686901	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,039	0.285	0.215	0.07	0.1075	0.051	0.0225	0.027	0	1	0	6	5.405966	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,040	0.32	0.255	0.085	0.1745	0.072	0.033	0.057	0	1	0	8	7.226842	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,047	0.42	0.315	0.115	0.355	0.1895	0.065	0.087	0	1	0	6	7.426468	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,049	0.445	0.32	0.12	0.378	0.152	0.0825	0.12	0	1	0	8	8.180972	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,052	0.46	0.345	0.12	0.4935	0.2435	0.1175	0.132	0	0	1	8	7.820931	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,071	0.565	0.44	0.135	0.83	0.393	0.1735	0.238	1	0	0	9	9.792461	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,072	0.58	0.45	0.12	0.8685	0.418	0.1475	0.2605	0	0	1	8	10.755444	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,083	0.685	0.55	0.2	1.7725	0.813	0.387	0.49	0	0	1	11	11.311241	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,091	0.505	0.39	0.115	0.66	0.3045	0.1555	0.175	1	0	0	8	9.156315	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,102	0.41	0.31	0.11	0.315	0.124	0.082	0.095	0	1	0	9	7.365854	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,112	0.525	0.405	0.13	0.7185	0.3265	0.1975	0.175	0	0	1	8	9.314428	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,115	0.18	0.13	0.045	0.0275	0.0125	0.01	0.009	0	1	0	3	4.670543	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,133	0.44	0.35	0.11	0.4585	0.2	0.0885	0.13	0	0	1	9	8.985292	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,138	0.57	0.465	0.18	0.9995	0.405	0.277	0.295	1	0	0	16	11.929949	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,142	0.46	0.35	0.11	0.3945	0.1685	0.0865	0.125	0	1	0	9	7.546147	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,145	0.415	0.325	0.115	0.3455	0.1405	0.0765	0.11	1	0	0	9	9.591743	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,146	0.465	0.35	0.12	0.5205	0.2015	0.1625	0.185	0	0	1	11	12.1318	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,157	0.62	0.495	0.175	1.806	0.643	0.3285	0.725	0	0	1	17	20.738787	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,158	0.56	0.42	0.195	0.8085	0.3025	0.1795	0.285	0	0	1	14	17.062399	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,164	0.375	0.305	0.09	0.3245	0.1395	0.0565	0.095	0	0	1	5	8.087129	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,178	0.595	0.48	0.2	0.975	0.358	0.2035	0.34	1	0	0	15	11.867541	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,187	0.495	0.385	0.135	0.6335	0.2	0.1225	0.26	0	0	1	14	15.262425	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,198	0.27	0.19	0.08	0.081	0.0265	0.0195	0.03	0	1	0	6	5.74253	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,201	0.645	0.49	0.215	1.406	0.4265	0.2285	0.51	1	0	0	25	19.058651	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,203	0.615	0.48	0.19	1.36	0.5305	0.2375	0.47	0	0	1	18	13.322838	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,212	0.595	0.495	0.235	1.366	0.5065	0.219	0.52	1	0	0	13	15.963136	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,227	0.275	0.2	0.075	0.086	0.0305	0.019	0.03	0	1	0	7	5.967527	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,237	0.585	0.465	0.19	1.171	0.3905	0.2355	0.4	0	0	1	17	16.986065	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,239	0.46	0.36	0.115	0.4755	0.2105	0.105	0.16	1	0	0	8	10.197771	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,241	0.435	0.32	0.12	0.3785	0.152	0.0915	0.125	1	0	0	11	9.862124	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,243	0.465	0.36	0.13	0.5265	0.2105	0.1185	0.165	0	0	1	10	10.350131	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,245	0.46	0.375	0.14	0.5105	0.192	0.1045	0.205	0	0	1	9	11.533174	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,246	0.38	0.325	0.11	0.3105	0.12	0.074	0.105	1	0	0	10	8.102883	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,251	0.6	0.485	0.175	1.2675	0.4995	0.2815	0.38	0	0	1	13	11.393791	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,254	0.65	0.495	0.18	1.793	0.8005	0.339	0.53	0	0	1	14	10.686805	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,260	0.55	0.46	0.175	0.869	0.3155	0.1825	0.32	0	0	1	10	13.290203	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,264	0.59	0.45	0.16	0.893	0.2745	0.2185	0.345	0	1	0	14	13.667877	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,273	0.67	0.52	0.15	1.406	0.519	0.348	0.37	1	0	0	13	10.47134	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,275	0.655	0.525	0.185	1.259	0.487	0.2215	0.445	0	0	1	20	15.694416	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,278	0.51	0.405	0.13	0.7175	0.3725	0.158	0.17	0	0	1	9	8.835206	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,280	0.44	0.375	0.13	0.487	0.226	0.0965	0.155	0	0	1	9	8.910501	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,290	0.325	0.27	0.1	0.185	0.08	0.0435	0.065	0	1	0	6	7.215761	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,292	0.38	0.3	0.09	0.3215	0.1545	0.075	0.095	1	0	0	9	7.458591	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,294	0.525	0.425	0.12	0.702	0.3335	0.1465	0.22	0	0	1	12	9.147785	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,308	0.455	0.355	0.13	0.515	0.2	0.1275	0.175	0	0	1	11	10.25916	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,311	0.35	0.265	0.11	0.2965	0.1365	0.063	0.085	0	0	1	7	8.264344	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,313	0.595	0.47	0.145	0.991	0.4035	0.1505	0.34	0	0	1	16	15.200553	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,317	0.515	0.42	0.14	0.769	0.2505	0.154	0.29	0	0	1	13	14.114984	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,325	0.415	0.305	0.105	0.3605	0.12	0.082	0.1	1	0	0	10	10.529973	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,336	0.565	0.48	0.175	0.957	0.3885	0.215	0.275	1	0	0	18	12.642461	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,337	0.56	0.455	0.165	0.86	0.4015	0.1695	0.245	0	0	1	11	9.323525	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,339	0.64	0.52	0.2	1.407	0.566	0.304	0.455	0	0	1	17	14.131191	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,341	0.31	0.24	0.09	0.1455	0.0605	0.0315	0.045	0	1	0	7	6.710018	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,342	0.255	0.185	0.07	0.075	0.028	0.018	0.025	0	1	0	6	5.227951	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,349	0.45	0.36	0.105	0.4715	0.2035	0.0935	0.149	1	0	0	9	9.947152	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,354	0.635	0.495	0.15	1.081	0.4825	0.242	0.31	0	0	1	11	8.945018	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,359	0.645	0.525	0.2	1.449	0.601	0.2565	0.505	1	0	0	13	12.578203	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,360	0.545	0.44	0.175	0.7745	0.2985	0.1875	0.265	1	0	0	11	11.714007	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,362	0.66	0.525	0.205	1.3665	0.5005	0.291	0.41	1	0	0	18	12.47389	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,368	0.72	0.595	0.225	1.969	0.8045	0.423	0.66	1	0	0	16	12.500437	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,371	0.18	0.125	0.05	0.023	0.0085	0.0055	0.01	0	0	1	3	5.131596	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,385	0.45	0.345	0.115	0.496	0.1905	0.117	0.14	1	0	0	12	10.121739	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,395	0.61	0.475	0.17	1.0385	0.4435	0.241	0.32	0	1	0	14	11.317731	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,397	0.635	0.505	0.19	1.3315	0.5805	0.252	0.435	0	1	0	17	13.813822	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,403	0.29	0.225	0.08	0.1295	0.0535	0.026	0.045	0	0	1	10	7.0817	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,407	0.625	0.43	0.175	1.411	0.572	0.297	0.395	0	1	0	12	13.758617	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,408	0.62	0.485	0.17	1.208	0.4805	0.3045	0.33	0	1	0	15	13.07935	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,414	0.42	0.305	0.11	0.28	0.094	0.0785	0.0955	0	1	0	9	8.784005	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,417	0.31	0.235	0.06	0.12	0.0415	0.033	0.04	0	0	1	11	6.921353	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,418	0.465	0.35	0.13	0.494	0.1945	0.103	0.155	1	0	0	18	10.307026	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,419	0.465	0.36	0.12	0.4765	0.192	0.1125	0.16	1	0	0	10	10.726803	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,421	0.52	0.415	0.16	0.595	0.2105	0.142	0.26	0	1	0	15	12.796393	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,422	0.475	0.365	0.13	0.4805	0.1905	0.114	0.1475	1	0	0	12	9.747945	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,424	0.26	0.2	0.065	0.096	0.044	0.027	0.03	0	0	1	6	5.436812	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,427	0.26	0.19	0.075	0.0945	0.0445	0.02	0.03	0	0	1	6	5.147295	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,430	0.52	0.38	0.14	0.525	0.1775	0.115	0.185	0	1	0	11	10.359148	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,431	0.635	0.5	0.18	1.312	0.529	0.2485	0.485	1	0	0	18	12.830366	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,434	0.635	0.5	0.18	1.319	0.5485	0.292	0.49	0	1	0	16	13.29871	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,435	0.465	0.38	0.135	0.579	0.208	0.1095	0.22	1	0	0	14	13.949172	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,444	0.5	0.355	0.14	0.528	0.2125	0.149	0.14	0	0	1	9	10.891264	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,445	0.5	0.38	0.135	0.5835	0.2295	0.1265	0.18	0	0	1	12	10.86371	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,446	0.55	0.435	0.17	0.884	0.2875	0.1645	0.28	1	0	0	14	13.456717	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,458	0.2	0.145	0.05	0.036	0.0125	0.008	0.011	0	1	0	4	4.218589	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000
2,463	0.515	0.405	0.14	0.8505	0.312	0.146	0.315	0	0	1	17	18.070063	XGBRegressor	388,998,300	5,000,700	1,166,047	3	0.1	1,000

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