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
395	0.39	0.31	0.1	0.302	0.116	0.064	0.115	0	1	0	11	8.304237	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
396	0.5	0.395	0.14	0.7155	0.3165	0.176	0.24	1	0	0	10	10.555446	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
399	0.585	0.455	0.15	0.987	0.4355	0.2075	0.31	0	0	1	11	10.513989	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
410	0.59	0.5	0.165	1.1045	0.4565	0.2425	0.34	0	0	1	15	10.655353	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
411	0.585	0.475	0.12	0.945	0.41	0.2115	0.28	0	0	1	14	11.979927	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
414	0.605	0.495	0.17	1.2385	0.528	0.2465	0.39	1	0	0	14	11.736142	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
418	0.63	0.5	0.155	1.005	0.367	0.199	0.36	1	0	0	16	14.01661	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
421	0.49	0.38	0.12	0.529	0.2165	0.139	0.155	0	1	0	11	8.817713	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
431	0.6	0.47	0.155	1.036	0.4375	0.196	0.325	0	0	1	20	12.789904	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
434	0.44	0.345	0.1	0.366	0.122	0.0905	0.12	0	1	0	13	8.193914	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
439	0.5	0.415	0.165	0.6885	0.249	0.138	0.25	0	0	1	13	14.925095	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
440	0.36	0.275	0.11	0.2335	0.095	0.0525	0.085	0	1	0	10	7.607553	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
456	0.64	0.54	0.175	1.221	0.51	0.259	0.39	1	0	0	15	12.833518	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
457	0.36	0.28	0.105	0.199	0.0695	0.045	0.08	0	1	0	9	8.080799	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
458	0.415	0.31	0.11	0.2965	0.123	0.057	0.0995	0	1	0	10	7.840686	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
509	0.56	0.445	0.155	0.8735	0.3005	0.209	0.275	0	1	0	16	10.979412	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
512	0.49	0.38	0.145	0.6725	0.249	0.181	0.21	1	0	0	10	13.401886	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
514	0.275	0.195	0.07	0.08	0.031	0.0215	0.025	1	0	0	5	5.969652	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
518	0.325	0.23	0.09	0.147	0.06	0.034	0.045	0	0	1	4	7.610564	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
521	0.36	0.27	0.09	0.1885	0.0845	0.0385	0.055	1	0	0	5	8.190165	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
531	0.46	0.355	0.13	0.458	0.192	0.1055	0.13	1	0	0	13	9.593606	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
536	0.52	0.405	0.14	0.5775	0.2	0.145	0.179	0	1	0	11	10.231468	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
542	0.42	0.325	0.115	0.2885	0.1	0.057	0.1135	0	0	1	15	9.734023	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
546	0.255	0.195	0.065	0.08	0.0315	0.018	0.027	0	0	1	8	6.179308	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
560	0.44	0.34	0.105	0.364	0.148	0.0805	0.1175	1	0	0	8	9.379857	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
565	0.35	0.255	0.065	0.179	0.0705	0.0385	0.06	0	0	1	10	8.743459	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
567	0.435	0.33	0.125	0.406	0.1685	0.1055	0.096	0	1	0	12	7.38406	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
575	0.61	0.475	0.14	1.133	0.5275	0.2355	0.35	1	0	0	11	9.870645	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
576	0.56	0.425	0.14	0.9175	0.4005	0.1975	0.26	0	1	0	10	10.913438	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
577	0.585	0.435	0.175	0.982	0.4055	0.2495	0.27	1	0	0	10	9.467575	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
578	0.58	0.445	0.15	0.8865	0.383	0.209	0.255	0	1	0	11	9.941975	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
582	0.645	0.525	0.19	1.4635	0.6615	0.3435	0.435	1	0	0	19	11.563714	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
584	0.41	0.305	0.1	0.363	0.1735	0.065	0.11	1	0	0	11	8.592396	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
588	0.45	0.335	0.14	0.4625	0.164	0.076	0.15	0	0	1	14	10.709394	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
590	0.51	0.4	0.15	0.745	0.2865	0.1675	0.235	0	1	0	13	11.044885	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
592	0.525	0.41	0.175	0.874	0.3585	0.207	0.205	0	1	0	18	10.715158	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
593	0.66	0.52	0.18	1.514	0.526	0.2975	0.42	1	0	0	19	13.856538	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
594	0.535	0.42	0.15	0.6995	0.2575	0.153	0.24	0	0	1	12	12.283254	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
595	0.575	0.455	0.18	0.8525	0.3015	0.1825	0.3	0	1	0	13	13.571142	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
601	0.385	0.315	0.11	0.286	0.1225	0.0635	0.0835	1	0	0	10	8.689781	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
607	0.485	0.37	0.13	0.458	0.181	0.113	0.136	0	1	0	10	8.142597	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
610	0.44	0.345	0.17	0.4085	0.15	0.0825	0.1515	1	0	0	12	12.572904	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
612	0.325	0.24	0.075	0.155	0.0475	0.0355	0.06	0	0	1	9	8.092946	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
613	0.495	0.37	0.125	0.4775	0.185	0.0705	0.169	0	1	0	18	9.543741	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
617	0.32	0.24	0.085	0.17	0.0655	0.047	0.049	0	0	1	7	7.88135	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
630	0.475	0.365	0.115	0.49	0.223	0.1235	0.1335	0	1	0	9	8.239875	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
632	0.46	0.365	0.125	0.467	0.1895	0.0945	0.158	0	0	1	10	9.902946	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
636	0.38	0.235	0.1	0.258	0.1055	0.054	0.08	0	0	1	7	7.59007	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
646	0.33	0.215	0.075	0.1145	0.045	0.0265	0.035	0	0	1	6	6.602058	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
647	0.48	0.375	0.145	0.777	0.216	0.13	0.17	0	0	1	9	15.045844	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
650	0.255	0.18	0.065	0.079	0.034	0.014	0.025	0	0	1	5	6.122613	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
653	0.31	0.225	0.08	0.1345	0.054	0.024	0.05	0	0	1	7	7.394026	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
655	0.295	0.215	0.075	0.129	0.05	0.0295	0.04	0	0	1	7	6.636954	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
656	0.555	0.435	0.165	0.97	0.336	0.2315	0.295	1	0	0	17	13.013221	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
657	0.615	0.515	0.17	1.14	0.4305	0.2245	0.42	1	0	0	16	14.82578	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
663	0.38	0.305	0.105	0.281	0.1045	0.0615	0.09	1	0	0	12	9.329042	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
671	0.5	0.38	0.155	0.655	0.2405	0.143	0.205	1	0	0	17	13.491406	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
672	0.53	0.41	0.165	0.8115	0.24	0.169	0.24	1	0	0	19	13.414527	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
681	0.485	0.37	0.14	0.5725	0.204	0.1415	0.175	0	0	1	10	11.842745	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
684	0.51	0.4	0.14	0.6515	0.2455	0.1665	0.185	0	0	1	10	10.430285	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
693	0.38	0.29	0.12	0.283	0.1175	0.0655	0.085	0	0	1	9	9.150176	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
698	0.43	0.335	0.12	0.444	0.155	0.1145	0.14	1	0	0	13	9.722092	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
699	0.395	0.315	0.105	0.3515	0.1185	0.091	0.1195	1	0	0	16	9.958539	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
700	0.385	0.285	0.105	0.2905	0.1215	0.0685	0.0875	0	0	1	12	8.337757	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
703	0.395	0.295	0.115	0.316	0.1205	0.0595	0.1105	0	0	1	12	8.779586	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
705	0.415	0.325	0.14	0.417	0.1535	0.1015	0.144	0	0	1	10	10.001348	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
709	0.295	0.225	0.09	0.1105	0.0405	0.0245	0.032	0	1	0	7	6.987926	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
711	0.375	0.3	0.1	0.2465	0.104	0.0475	0.083	0	0	1	11	8.791	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
715	0.275	0.2	0.065	0.1035	0.0475	0.0205	0.03	0	1	0	7	5.571988	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
723	0.525	0.41	0.13	0.99	0.3865	0.243	0.295	0	0	1	15	13.638932	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
727	0.48	0.375	0.105	0.525	0.2185	0.1195	0.155	1	0	0	12	9.497972	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
734	0.525	0.425	0.12	0.8665	0.2825	0.176	0.29	0	0	1	18	13.630511	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
743	0.52	0.405	0.14	0.8175	0.2795	0.183	0.26	1	0	0	17	14.441546	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
747	0.52	0.385	0.14	0.6595	0.2485	0.2035	0.16	0	0	1	9	11.147761	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
756	0.615	0.525	0.155	1.1375	0.367	0.236	0.37	0	0	1	20	12.060475	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
758	0.57	0.44	0.155	1.116	0.4775	0.2315	0.27	0	0	1	13	9.386932	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
762	0.54	0.44	0.135	0.959	0.2385	0.221	0.3	1	0	0	17	14.270014	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
763	0.64	0.51	0.19	1.613	0.6215	0.361	0.47	0	0	1	14	11.243607	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
767	0.345	0.27	0.095	0.197	0.0665	0.05	0.07	0	0	1	9	9.118924	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
770	0.53	0.455	0.165	0.9805	0.3155	0.2815	0.2965	1	0	0	11	13.836825	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
773	0.455	0.34	0.135	0.462	0.1675	0.158	0.12	0	0	1	9	9.858475	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
785	0.55	0.415	0.175	1.042	0.3295	0.2325	0.2905	0	0	1	15	15.159006	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
786	0.515	0.39	0.13	0.5755	0.1975	0.13	0.1845	1	0	0	9	10.796677	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
808	0.44	0.34	0.13	0.4195	0.153	0.1155	0.13	1	0	0	10	9.402341	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
815	0.325	0.25	0.08	0.1735	0.0765	0.0345	0.049	0	1	0	7	6.244026	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
825	0.395	0.29	0.095	0.319	0.138	0.08	0.082	0	1	0	7	6.502296	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
833	0.445	0.335	0.1	0.4895	0.2745	0.086	0.1105	0	1	0	7	6.848489	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
838	0.48	0.365	0.135	0.6395	0.2945	0.113	0.175	1	0	0	8	8.78938	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
839	0.485	0.355	0.105	0.498	0.2175	0.096	0.1525	0	1	0	9	8.44324	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
842	0.5	0.4	0.125	0.5975	0.27	0.1275	0.166	0	0	1	9	9.282246	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
853	0.57	0.455	0.15	0.952	0.3895	0.2155	0.2745	0	0	1	9	11.291947	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
869	0.615	0.51	0.15	1.296	0.545	0.3315	0.32	0	0	1	9	10.344891	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
871	0.62	0.505	0.16	1.3725	0.6285	0.275	0.3685	1	0	0	11	10.912432	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
877	0.635	0.5	0.15	1.376	0.6495	0.361	0.31	1	0	0	10	10.680203	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
878	0.635	0.485	0.165	1.2945	0.668	0.2605	0.2715	1	0	0	9	9.252018	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
879	0.64	0.51	0.165	1.486	0.7595	0.332	0.321	1	0	0	8	10.057777	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
884	0.66	0.52	0.19	1.558	0.755	0.298	0.4	0	0	1	10	10.577033	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
885	0.67	0.585	0.16	1.309	0.5445	0.2945	0.413	1	0	0	10	22.133675	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
887	0.675	0.525	0.155	1.4785	0.628	0.3405	0.42	1	0	0	9	11.619055	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
890	0.695	0.56	0.22	1.834	0.8455	0.422	0.455	1	0	0	11	11.053049	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000

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