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
319	0.33	0.255	0.095	0.172	0.066	0.0255	0.06	0	1	0	6	6.873353	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
321	0.19	0.145	0.04	0.038	0.0165	0.0065	0.015	0	1	0	4	4.515474	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
329	0.36	0.28	0.09	0.2255	0.0885	0.04	0.09	0	1	0	8	7.165041	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
330	0.5	0.38	0.155	0.5955	0.2135	0.161	0.2	0	0	1	12	12.084532	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
334	0.74	0.6	0.195	1.974	0.598	0.4085	0.71	1	0	0	16	20.409128	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
338	0.62	0.475	0.185	1.325	0.6045	0.325	0.33	0	0	1	13	10.318046	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
342	0.62	0.465	0.185	1.274	0.579	0.3065	0.32	0	0	1	12	10.614894	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
351	0.585	0.45	0.17	0.8685	0.3325	0.1635	0.27	1	0	0	22	11.647285	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
354	0.635	0.515	0.17	1.275	0.509	0.286	0.34	0	0	1	16	10.557969	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
357	0.645	0.525	0.19	1.8085	0.7035	0.3885	0.395	1	0	0	18	11.675784	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
361	0.59	0.465	0.15	0.997	0.392	0.246	0.34	1	0	0	12	13.019849	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
363	0.6	0.48	0.15	1.029	0.4085	0.2705	0.295	1	0	0	16	11.452186	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
365	0.63	0.515	0.16	1.016	0.4215	0.244	0.355	0	0	1	19	11.875869	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
370	0.65	0.545	0.165	1.566	0.6645	0.3455	0.415	1	0	0	16	11.466705	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
373	0.7	0.575	0.17	1.31	0.5095	0.314	0.42	1	0	0	14	13.444377	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
375	0.675	0.545	0.195	1.7345	0.6845	0.3695	0.605	1	0	0	20	13.962808	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
378	0.565	0.465	0.175	0.995	0.3895	0.183	0.37	0	0	1	15	14.081918	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
382	0.485	0.4	0.135	0.663	0.313	0.137	0.2	0	0	1	10	9.830573	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
390	0.415	0.325	0.1	0.3215	0.1535	0.0595	0.105	0	1	0	10	7.391462	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
391	0.475	0.375	0.125	0.593	0.277	0.115	0.18	0	0	1	10	9.226587	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
392	0.47	0.375	0.125	0.5615	0.252	0.137	0.18	1	0	0	10	9.835148	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
395	0.39	0.31	0.1	0.302	0.116	0.064	0.115	0	1	0	11	7.957615	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
396	0.5	0.395	0.14	0.7155	0.3165	0.176	0.24	1	0	0	10	10.799303	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
399	0.585	0.455	0.15	0.987	0.4355	0.2075	0.31	0	0	1	11	11.22	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
410	0.59	0.5	0.165	1.1045	0.4565	0.2425	0.34	0	0	1	15	11.085464	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
411	0.585	0.475	0.12	0.945	0.41	0.2115	0.28	0	0	1	14	10.300548	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
414	0.605	0.495	0.17	1.2385	0.528	0.2465	0.39	1	0	0	14	11.664112	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
418	0.63	0.5	0.155	1.005	0.367	0.199	0.36	1	0	0	16	14.182035	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
421	0.49	0.38	0.12	0.529	0.2165	0.139	0.155	0	1	0	11	8.365537	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
431	0.6	0.47	0.155	1.036	0.4375	0.196	0.325	0	0	1	20	11.811377	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
434	0.44	0.345	0.1	0.366	0.122	0.0905	0.12	0	1	0	13	8.044027	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
439	0.5	0.415	0.165	0.6885	0.249	0.138	0.25	0	0	1	13	13.564435	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
440	0.36	0.275	0.11	0.2335	0.095	0.0525	0.085	0	1	0	10	7.395519	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
456	0.64	0.54	0.175	1.221	0.51	0.259	0.39	1	0	0	15	12.216403	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
457	0.36	0.28	0.105	0.199	0.0695	0.045	0.08	0	1	0	9	7.446733	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
458	0.415	0.31	0.11	0.2965	0.123	0.057	0.0995	0	1	0	10	7.631081	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
509	0.56	0.445	0.155	0.8735	0.3005	0.209	0.275	0	1	0	16	11.386714	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
512	0.49	0.38	0.145	0.6725	0.249	0.181	0.21	1	0	0	10	12.421074	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
514	0.275	0.195	0.07	0.08	0.031	0.0215	0.025	1	0	0	5	6.634411	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
518	0.325	0.23	0.09	0.147	0.06	0.034	0.045	0	0	1	4	7.404569	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
521	0.36	0.27	0.09	0.1885	0.0845	0.0385	0.055	1	0	0	5	8.40311	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
531	0.46	0.355	0.13	0.458	0.192	0.1055	0.13	1	0	0	13	9.367779	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
536	0.52	0.405	0.14	0.5775	0.2	0.145	0.179	0	1	0	11	10.388614	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
542	0.42	0.325	0.115	0.2885	0.1	0.057	0.1135	0	0	1	15	9.3353	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
546	0.255	0.195	0.065	0.08	0.0315	0.018	0.027	0	0	1	8	6.224878	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
560	0.44	0.34	0.105	0.364	0.148	0.0805	0.1175	1	0	0	8	9.303648	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
565	0.35	0.255	0.065	0.179	0.0705	0.0385	0.06	0	0	1	10	8.335302	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
567	0.435	0.33	0.125	0.406	0.1685	0.1055	0.096	0	1	0	12	7.538352	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
575	0.61	0.475	0.14	1.133	0.5275	0.2355	0.35	1	0	0	11	10.518235	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
576	0.56	0.425	0.14	0.9175	0.4005	0.1975	0.26	0	1	0	10	10.931335	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
577	0.585	0.435	0.175	0.982	0.4055	0.2495	0.27	1	0	0	10	10.048575	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
578	0.58	0.445	0.15	0.8865	0.383	0.209	0.255	0	1	0	11	10.350165	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
582	0.645	0.525	0.19	1.4635	0.6615	0.3435	0.435	1	0	0	19	11.255886	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
584	0.41	0.305	0.1	0.363	0.1735	0.065	0.11	1	0	0	11	8.689449	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
588	0.45	0.335	0.14	0.4625	0.164	0.076	0.15	0	0	1	14	10.435244	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
590	0.51	0.4	0.15	0.745	0.2865	0.1675	0.235	0	1	0	13	10.665644	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
592	0.525	0.41	0.175	0.874	0.3585	0.207	0.205	0	1	0	18	10.344257	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
593	0.66	0.52	0.18	1.514	0.526	0.2975	0.42	1	0	0	19	13.264496	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
594	0.535	0.42	0.15	0.6995	0.2575	0.153	0.24	0	0	1	12	12.047082	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
595	0.575	0.455	0.18	0.8525	0.3015	0.1825	0.3	0	1	0	13	13.071965	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
601	0.385	0.315	0.11	0.286	0.1225	0.0635	0.0835	1	0	0	10	8.75195	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
607	0.485	0.37	0.13	0.458	0.181	0.113	0.136	0	1	0	10	8.147548	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
610	0.44	0.345	0.17	0.4085	0.15	0.0825	0.1515	1	0	0	12	11.476316	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
612	0.325	0.24	0.075	0.155	0.0475	0.0355	0.06	0	0	1	9	7.936761	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
613	0.495	0.37	0.125	0.4775	0.185	0.0705	0.169	0	1	0	18	9.38158	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
617	0.32	0.24	0.085	0.17	0.0655	0.047	0.049	0	0	1	7	7.57997	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
630	0.475	0.365	0.115	0.49	0.223	0.1235	0.1335	0	1	0	9	8.005326	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
632	0.46	0.365	0.125	0.467	0.1895	0.0945	0.158	0	0	1	10	9.657012	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
636	0.38	0.235	0.1	0.258	0.1055	0.054	0.08	0	0	1	7	8.078253	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
646	0.33	0.215	0.075	0.1145	0.045	0.0265	0.035	0	0	1	6	6.82344	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
647	0.48	0.375	0.145	0.777	0.216	0.13	0.17	0	0	1	9	11.515748	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
650	0.255	0.18	0.065	0.079	0.034	0.014	0.025	0	0	1	5	6.205768	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
653	0.31	0.225	0.08	0.1345	0.054	0.024	0.05	0	0	1	7	7.4244	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
655	0.295	0.215	0.075	0.129	0.05	0.0295	0.04	0	0	1	7	6.82344	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
656	0.555	0.435	0.165	0.97	0.336	0.2315	0.295	1	0	0	17	12.85903	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
657	0.615	0.515	0.17	1.14	0.4305	0.2245	0.42	1	0	0	16	14.258104	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
663	0.38	0.305	0.105	0.281	0.1045	0.0615	0.09	1	0	0	12	8.730301	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
671	0.5	0.38	0.155	0.655	0.2405	0.143	0.205	1	0	0	17	12.436001	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
672	0.53	0.41	0.165	0.8115	0.24	0.169	0.24	1	0	0	19	14.150279	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
681	0.485	0.37	0.14	0.5725	0.204	0.1415	0.175	0	0	1	10	11.329324	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
684	0.51	0.4	0.14	0.6515	0.2455	0.1665	0.185	0	0	1	10	10.577062	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
693	0.38	0.29	0.12	0.283	0.1175	0.0655	0.085	0	0	1	9	8.781384	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
698	0.43	0.335	0.12	0.444	0.155	0.1145	0.14	1	0	0	13	10.186188	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
699	0.395	0.315	0.105	0.3515	0.1185	0.091	0.1195	1	0	0	16	9.303648	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
700	0.385	0.285	0.105	0.2905	0.1215	0.0685	0.0875	0	0	1	12	8.613688	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
703	0.395	0.295	0.115	0.316	0.1205	0.0595	0.1105	0	0	1	12	8.839468	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
705	0.415	0.325	0.14	0.417	0.1535	0.1015	0.144	0	0	1	10	10.995433	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
709	0.295	0.225	0.09	0.1105	0.0405	0.0245	0.032	0	1	0	7	6.380549	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
711	0.375	0.3	0.1	0.2465	0.104	0.0475	0.083	0	0	1	11	8.600719	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
715	0.275	0.2	0.065	0.1035	0.0475	0.0205	0.03	0	1	0	7	5.681588	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
723	0.525	0.41	0.13	0.99	0.3865	0.243	0.295	0	0	1	15	13.058038	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
727	0.48	0.375	0.105	0.525	0.2185	0.1195	0.155	1	0	0	12	9.351439	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
734	0.525	0.425	0.12	0.8665	0.2825	0.176	0.29	0	0	1	18	12.512898	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
743	0.52	0.405	0.14	0.8175	0.2795	0.183	0.26	1	0	0	17	12.967136	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
747	0.52	0.385	0.14	0.6595	0.2485	0.2035	0.16	0	0	1	9	10.651526	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
756	0.615	0.525	0.155	1.1375	0.367	0.236	0.37	0	0	1	20	13.577499	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
758	0.57	0.44	0.155	1.116	0.4775	0.2315	0.27	0	0	1	13	9.769785	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
762	0.54	0.44	0.135	0.959	0.2385	0.221	0.3	1	0	0	17	15.280209	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
763	0.64	0.51	0.19	1.613	0.6215	0.361	0.47	0	0	1	14	12.623036	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000
767	0.345	0.27	0.095	0.197	0.0665	0.05	0.07	0	0	1	9	8.595833	XGBRegressor	409,412,300	4,542,000	1,167,615	3	0.01	1,000

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