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
11	0.43	0.35	0.11	0.406	0.1675	0.081	0.135	0	0	1	10	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
14	0.47	0.355	0.1	0.4755	0.1675	0.0805	0.185	1	0	0	10	9.978592	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
18	0.365	0.295	0.08	0.2555	0.097	0.043	0.1	0	0	1	7	9.110844	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
19	0.45	0.32	0.1	0.381	0.1705	0.075	0.115	0	0	1	9	9.482685	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
23	0.55	0.415	0.135	0.7635	0.318	0.21	0.2	1	0	0	9	9.942024	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
29	0.575	0.425	0.14	0.8635	0.393	0.227	0.2	0	0	1	11	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
36	0.54	0.475	0.155	1.217	0.5305	0.3075	0.34	1	0	0	16	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
39	0.355	0.29	0.09	0.3275	0.134	0.086	0.09	0	0	1	9	8.968534	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
41	0.55	0.425	0.135	0.8515	0.362	0.196	0.27	1	0	0	14	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
45	0.39	0.295	0.095	0.203	0.0875	0.045	0.075	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
52	0.485	0.36	0.13	0.5415	0.2595	0.096	0.16	0	0	1	10	9.784402	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
55	0.5	0.4	0.14	0.6615	0.2565	0.1755	0.22	1	0	0	8	10.62645	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
64	0.52	0.4	0.12	0.58	0.234	0.1315	0.185	0	0	1	8	9.961788	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
76	0.595	0.475	0.14	0.944	0.3625	0.189	0.315	0	0	1	9	11.496401	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
77	0.6	0.47	0.15	0.922	0.363	0.194	0.305	1	0	0	10	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
82	0.52	0.425	0.165	0.9885	0.396	0.225	0.32	1	0	0	16	11.656438	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
87	0.56	0.44	0.16	0.8645	0.3305	0.2075	0.26	0	0	1	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
88	0.46	0.355	0.13	0.517	0.2205	0.114	0.165	1	0	0	9	9.887986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
102	0.53	0.435	0.16	0.883	0.316	0.164	0.335	0	0	1	15	11.774385	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
104	0.605	0.47	0.16	1.1735	0.4975	0.2405	0.345	0	0	1	12	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
112	0.435	0.32	0.08	0.3325	0.1485	0.0635	0.105	0	1	0	9	8.299627	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
113	0.425	0.35	0.105	0.393	0.13	0.063	0.165	0	0	1	9	9.887986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
122	0.515	0.425	0.14	0.766	0.304	0.1725	0.255	1	0	0	14	10.888725	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
133	0.35	0.26	0.095	0.211	0.086	0.056	0.068	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
136	0.305	0.23	0.08	0.156	0.0675	0.0345	0.048	1	0	0	7	8.05049	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
142	0.65	0.52	0.19	1.3445	0.519	0.306	0.4465	0	0	1	16	11.913371	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
143	0.56	0.455	0.155	0.797	0.34	0.19	0.2425	0	0	1	11	10.481428	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
160	0.605	0.465	0.165	1.056	0.4215	0.2475	0.34	0	0	1	13	11.051547	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
163	0.725	0.56	0.21	2.141	0.65	0.398	1.005	1	0	0	18	12.38953	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
171	0.53	0.395	0.145	0.775	0.308	0.169	0.255	1	0	0	7	10.859866	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
174	0.235	0.16	0.04	0.048	0.0185	0.018	0.015	0	1	0	5	6.762648	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
177	0.315	0.245	0.085	0.1435	0.053	0.0475	0.05	0	1	0	8	7.908025	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
193	0.355	0.275	0.085	0.22	0.092	0.06	0.15	0	1	0	8	8.87137	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
198	0.56	0.45	0.16	0.922	0.432	0.178	0.26	0	0	1	15	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
208	0.525	0.415	0.17	0.8325	0.2755	0.1685	0.31	1	0	0	13	11.581014	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
229	0.53	0.415	0.16	0.783	0.2935	0.158	0.245	1	0	0	15	10.628235	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
230	0.555	0.445	0.135	0.836	0.336	0.1625	0.275	0	0	1	13	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
234	0.44	0.35	0.135	0.435	0.1815	0.083	0.125	0	1	0	12	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
236	0.075	0.055	0.01	0.002	0.001	0.0005	0.0015	0	1	0	1	6.698105	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
245	0.35	0.26	0.085	0.174	0.0705	0.0345	0.06	0	1	0	10	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
256	0.56	0.45	0.185	1.07	0.3805	0.175	0.41	0	0	1	19	12.796808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
259	0.59	0.475	0.16	1.1015	0.4775	0.2555	0.295	1	0	0	13	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
275	0.655	0.54	0.215	1.844	0.7425	0.327	0.585	0	0	1	22	12.355755	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
279	0.515	0.425	0.135	0.712	0.2665	0.1605	0.25	1	0	0	11	11.274063	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
284	0.515	0.38	0.175	0.9565	0.325	0.158	0.31	0	0	1	14	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
294	0.6	0.495	0.195	1.0575	0.384	0.19	0.375	0	0	1	26	12.561763	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
300	0.405	0.305	0.095	0.3485	0.1455	0.0895	0.1	1	0	0	9	9.110844	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
301	0.54	0.435	0.175	0.892	0.322	0.174	0.335	1	0	0	13	11.656438	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
303	0.36	0.27	0.1	0.217	0.0885	0.0495	0.0715	0	0	1	6	8.968534	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
305	0.2	0.145	0.06	0.037	0.0125	0.0095	0.011	0	1	0	4	6.698105	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
307	0.645	0.515	0.24	1.5415	0.471	0.369	0.535	0	0	1	13	13.492581	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
308	0.55	0.41	0.125	0.7605	0.2505	0.1635	0.195	0	0	1	14	10.62645	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
319	0.33	0.255	0.095	0.172	0.066	0.0255	0.06	0	1	0	6	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
321	0.19	0.145	0.04	0.038	0.0165	0.0065	0.015	0	1	0	4	6.719865	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
329	0.36	0.28	0.09	0.2255	0.0885	0.04	0.09	0	1	0	8	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
330	0.5	0.38	0.155	0.5955	0.2135	0.161	0.2	0	0	1	12	10.672597	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
334	0.74	0.6	0.195	1.974	0.598	0.4085	0.71	1	0	0	16	12.709539	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
338	0.62	0.475	0.185	1.325	0.6045	0.325	0.33	0	0	1	13	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
342	0.62	0.465	0.185	1.274	0.579	0.3065	0.32	0	0	1	12	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
351	0.585	0.45	0.17	0.8685	0.3325	0.1635	0.27	1	0	0	22	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
354	0.635	0.515	0.17	1.275	0.509	0.286	0.34	0	0	1	16	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
357	0.645	0.525	0.19	1.8085	0.7035	0.3885	0.395	1	0	0	18	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
361	0.59	0.465	0.15	0.997	0.392	0.246	0.34	1	0	0	12	11.656438	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
363	0.6	0.48	0.15	1.029	0.4085	0.2705	0.295	1	0	0	16	10.6552	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
365	0.63	0.515	0.16	1.016	0.4215	0.244	0.355	0	0	1	19	11.106463	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
370	0.65	0.545	0.165	1.566	0.6645	0.3455	0.415	1	0	0	16	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
373	0.7	0.575	0.17	1.31	0.5095	0.314	0.42	1	0	0	14	11.50098	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
375	0.675	0.545	0.195	1.7345	0.6845	0.3695	0.605	1	0	0	20	11.868217	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
378	0.565	0.465	0.175	0.995	0.3895	0.183	0.37	0	0	1	15	11.982457	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
382	0.485	0.4	0.135	0.663	0.313	0.137	0.2	0	0	1	10	10.059972	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
390	0.415	0.325	0.1	0.3215	0.1535	0.0595	0.105	0	1	0	10	8.350406	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
391	0.475	0.375	0.125	0.593	0.277	0.115	0.18	0	0	1	10	9.720616	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
392	0.47	0.375	0.125	0.5615	0.252	0.137	0.18	1	0	0	10	9.915641	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
395	0.39	0.31	0.1	0.302	0.116	0.064	0.115	0	1	0	11	8.808225	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
396	0.5	0.395	0.14	0.7155	0.3165	0.176	0.24	1	0	0	10	10.481428	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
399	0.585	0.455	0.15	0.987	0.4355	0.2075	0.31	0	0	1	11	10.582765	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
410	0.59	0.5	0.165	1.1045	0.4565	0.2425	0.34	0	0	1	15	10.524909	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
411	0.585	0.475	0.12	0.945	0.41	0.2115	0.28	0	0	1	14	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
414	0.605	0.495	0.17	1.2385	0.528	0.2465	0.39	1	0	0	14	11.246863	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
418	0.63	0.5	0.155	1.005	0.367	0.199	0.36	1	0	0	16	11.982457	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
421	0.49	0.38	0.12	0.529	0.2165	0.139	0.155	0	1	0	11	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
431	0.6	0.47	0.155	1.036	0.4375	0.196	0.325	0	0	1	20	10.879153	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
434	0.44	0.345	0.1	0.366	0.122	0.0905	0.12	0	1	0	13	8.850935	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
439	0.5	0.415	0.165	0.6885	0.249	0.138	0.25	0	0	1	13	11.29022	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
440	0.36	0.275	0.11	0.2335	0.095	0.0525	0.085	0	1	0	10	8.360179	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
456	0.64	0.54	0.175	1.221	0.51	0.259	0.39	1	0	0	15	11.246863	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
457	0.36	0.28	0.105	0.199	0.0695	0.045	0.08	0	1	0	9	8.360179	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
458	0.415	0.31	0.11	0.2965	0.123	0.057	0.0995	0	1	0	10	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
509	0.56	0.445	0.155	0.8735	0.3005	0.209	0.275	0	1	0	16	10.992983	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
512	0.49	0.38	0.145	0.6725	0.249	0.181	0.21	1	0	0	10	10.642607	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
514	0.275	0.195	0.07	0.08	0.031	0.0215	0.025	1	0	0	5	7.568979	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
518	0.325	0.23	0.09	0.147	0.06	0.034	0.045	0	0	1	4	8.05049	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
521	0.36	0.27	0.09	0.1885	0.0845	0.0385	0.055	1	0	0	5	8.834942	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
531	0.46	0.355	0.13	0.458	0.192	0.1055	0.13	1	0	0	13	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
536	0.52	0.405	0.14	0.5775	0.2	0.145	0.179	0	1	0	11	9.767941	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
542	0.42	0.325	0.115	0.2885	0.1	0.057	0.1135	0	0	1	15	9.523318	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
546	0.255	0.195	0.065	0.08	0.0315	0.018	0.027	0	0	1	8	7.170015	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
560	0.44	0.34	0.105	0.364	0.148	0.0805	0.1175	1	0	0	8	9.523318	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
565	0.35	0.255	0.065	0.179	0.0705	0.0385	0.06	0	0	1	10	8.834942	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
567	0.435	0.33	0.125	0.406	0.1685	0.1055	0.096	0	1	0	12	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100

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