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
3,244	0.69	0.555	0.205	1.8165	0.7785	0.4395	0.515	1	0	0	19	11.101797	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,247	0.61	0.495	0.19	1.213	0.464	0.306	0.365	1	0	0	15	12.968877	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,255	0.3	0.23	0.075	0.15	0.0605	0.042	0.045	0	1	0	5	6.562831	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,257	0.505	0.385	0.11	0.655	0.3185	0.15	0.185	0	0	1	9	8.425735	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,259	0.64	0.505	0.165	1.4435	0.6145	0.3035	0.39	0	0	1	18	11.024077	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,263	0.565	0.45	0.115	0.9085	0.398	0.197	0.29	0	0	1	17	10.966403	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,268	0.41	0.31	0.125	0.3595	0.1415	0.0885	0.115	0	0	1	11	9.630441	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,269	0.595	0.465	0.145	1.107	0.402	0.2415	0.31	1	0	0	12	11.541511	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,270	0.625	0.475	0.13	0.8595	0.3195	0.1775	0.24	1	0	0	13	10.776864	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,287	0.55	0.46	0.13	0.7085	0.305	0.1455	0.205	0	0	1	12	8.817854	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,290	0.51	0.395	0.12	0.6175	0.262	0.122	0.193	1	0	0	12	10.181468	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,292	0.495	0.375	0.15	0.597	0.2615	0.135	0.178	1	0	0	11	10.539468	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,293	0.575	0.455	0.185	1.156	0.5525	0.243	0.295	0	0	1	13	11.443183	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,301	0.66	0.525	0.19	1.67	0.6525	0.4875	0.49	1	0	0	11	12.9675	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,304	0.57	0.435	0.14	0.8085	0.3235	0.183	0.22	1	0	0	16	9.512265	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,308	0.275	0.2	0.08	0.099	0.037	0.024	0.03	0	0	1	5	6.37185	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,319	0.705	0.555	0.2	1.4685	0.4715	0.3235	0.52	1	0	0	19	19.943834	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,320	0.535	0.425	0.155	0.7765	0.302	0.1565	0.25	1	0	0	16	12.611008	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,322	0.48	0.37	0.13	0.5885	0.2475	0.1505	0.1595	1	0	0	15	9.165915	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,323	0.395	0.3	0.105	0.3375	0.1435	0.0755	0.098	1	0	0	12	8.931271	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,331	0.51	0.34	0.18	0.7005	0.312	0.165	0.2	1	0	0	11	10.075827	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,332	0.44	0.34	0.125	0.4895	0.1735	0.0875	0.2	0	1	0	13	10.794318	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,339	0.585	0.475	0.185	0.8575	0.3465	0.1785	0.275	1	0	0	12	11.363101	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,343	0.455	0.365	0.11	0.385	0.166	0.046	0.1345	1	0	0	13	11.660091	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,344	0.495	0.38	0.145	0.515	0.175	0.098	0.212	0	1	0	13	11.763436	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,345	0.48	0.38	0.145	0.59	0.232	0.141	0.23	1	0	0	12	12.864676	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,351	0.51	0.38	0.13	0.584	0.224	0.1355	0.185	1	0	0	13	10.450285	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,357	0.375	0.285	0.1	0.239	0.105	0.0555	0.07	0	1	0	8	7.440313	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,360	0.58	0.44	0.175	1.073	0.4005	0.2345	0.335	1	0	0	19	13.158112	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,372	0.44	0.33	0.135	0.522	0.17	0.0905	0.195	0	1	0	16	10.466558	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,373	0.54	0.405	0.155	0.9715	0.3225	0.194	0.29	0	0	1	19	15.551545	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,376	0.31	0.235	0.09	0.127	0.048	0.031	0.04	0	1	0	6	6.394774	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,384	0.305	0.225	0.07	0.1485	0.0585	0.0335	0.045	1	0	0	7	6.771172	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,385	0.475	0.35	0.115	0.487	0.194	0.1455	0.125	1	0	0	13	9.528979	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,390	0.56	0.44	0.16	1.1115	0.5035	0.2785	0.26	0	0	1	10	9.469214	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,391	0.545	0.42	0.125	0.9745	0.353	0.174	0.305	0	0	1	13	15.570575	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,394	0.62	0.48	0.16	1.0765	0.412	0.253	0.3	0	0	1	13	11.270968	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,395	0.605	0.45	0.165	1.2225	0.357	0.202	0.385	1	0	0	13	17.169222	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,408	0.39	0.315	0.09	0.3095	0.147	0.05	0.09	0	1	0	7	7.375759	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,409	0.395	0.31	0.095	0.313	0.131	0.072	0.093	0	1	0	7	6.76084	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,410	0.415	0.31	0.105	0.3595	0.167	0.083	0.0915	0	1	0	6	7.000272	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,413	0.49	0.395	0.12	0.674	0.3325	0.1235	0.185	0	0	1	9	9.471658	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,414	0.49	0.37	0.105	0.5265	0.249	0.1005	0.148	1	0	0	7	8.87912	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,421	0.6	0.475	0.15	1.089	0.5195	0.223	0.292	0	0	1	11	9.980451	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,422	0.61	0.47	0.155	1.0325	0.497	0.2175	0.2785	0	0	1	9	9.60887	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,424	0.64	0.51	0.17	1.3715	0.567	0.307	0.409	0	0	1	10	11.057527	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,427	0.74	0.605	0.2	2.4925	1.1455	0.575	0.5235	0	0	1	13	10.291127	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,429	0.28	0.21	0.065	0.111	0.0425	0.0285	0.03	0	1	0	6	5.602733	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,431	0.35	0.265	0.095	0.199	0.073	0.049	0.06	0	1	0	5	6.745779	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,433	0.365	0.27	0.105	0.2155	0.0915	0.0475	0.063	0	1	0	6	7.143317	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,438	0.43	0.335	0.105	0.378	0.188	0.0785	0.09	0	1	0	6	7.11802	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,441	0.465	0.355	0.115	0.4705	0.1955	0.118	0.126	1	0	0	7	9.266727	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,445	0.495	0.4	0.145	0.578	0.2545	0.1305	0.1645	0	1	0	8	9.10192	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,449	0.52	0.395	0.125	0.8115	0.4035	0.166	0.2	0	0	1	7	8.945262	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,451	0.55	0.44	0.155	0.9155	0.3645	0.195	0.25	0	0	1	8	10.39077	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,460	0.62	0.485	0.165	1.1325	0.5235	0.2505	0.2825	0	0	1	9	9.629061	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,462	0.625	0.47	0.17	1.255	0.525	0.2415	0.405	1	0	0	10	12.355523	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,467	0.66	0.525	0.18	1.478	0.5815	0.381	0.372	0	0	1	10	10.779556	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,486	0.505	0.475	0.16	1.1155	0.509	0.239	0.3065	1	0	0	8	10.138376	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,493	0.555	0.44	0.15	0.838	0.4155	0.146	0.23	0	0	1	8	8.984012	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,495	0.56	0.415	0.13	0.7615	0.3695	0.17	0.1955	0	0	1	8	9.014187	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,496	0.575	0.44	0.145	0.87	0.3945	0.2195	0.225	0	0	1	8	8.618866	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,498	0.59	0.46	0.145	0.929	0.38	0.24	0.255	0	0	1	10	10.379835	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,499	0.595	0.47	0.165	1.0155	0.491	0.1905	0.289	1	0	0	9	10.296946	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,505	0.625	0.495	0.18	1.0815	0.4715	0.254	0.3135	0	0	1	10	9.796615	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,510	0.65	0.505	0.18	1.469	0.7115	0.3335	0.38	0	0	1	9	10.006392	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,517	0.7	0.56	0.175	1.6605	0.8605	0.3275	0.398	1	0	0	11	10.376192	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,525	0.33	0.23	0.085	0.1695	0.079	0.026	0.0505	0	1	0	6	6.250583	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,526	0.335	0.26	0.085	0.192	0.097	0.03	0.054	0	1	0	6	6.720338	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,532	0.38	0.285	0.09	0.2305	0.1005	0.039	0.0775	0	1	0	7	7.276268	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,534	0.4	0.315	0.09	0.33	0.151	0.068	0.08	0	1	0	6	6.754679	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,539	0.435	0.34	0.12	0.396	0.1775	0.081	0.125	0	1	0	8	7.82765	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,545	0.475	0.36	0.135	0.4355	0.196	0.0925	0.125	0	1	0	8	8.266618	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,547	0.48	0.355	0.125	0.494	0.2385	0.0835	0.15	0	1	0	9	8.168894	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,548	0.495	0.37	0.12	0.594	0.28	0.11	0.1375	1	0	0	7	8.210719	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,551	0.515	0.4	0.135	0.636	0.3055	0.1215	0.1855	0	1	0	9	8.233925	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,552	0.525	0.39	0.105	0.567	0.2875	0.1075	0.16	0	1	0	8	7.552204	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,558	0.55	0.425	0.155	0.8725	0.412	0.187	0.2425	0	1	0	10	8.996408	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,559	0.565	0.45	0.175	1.2365	0.5305	0.2455	0.308	1	0	0	10	10.309827	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,561	0.57	0.42	0.13	0.7745	0.3535	0.1505	0.2365	0	1	0	9	10.000131	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,565	0.575	0.475	0.16	0.895	0.3605	0.221	0.271	1	0	0	9	10.430864	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,567	0.58	0.46	0.14	0.9265	0.4135	0.1845	0.27	0	1	0	10	9.835392	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,580	0.62	0.48	0.165	1.043	0.4835	0.221	0.31	1	0	0	10	9.899745	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,582	0.625	0.475	0.16	1.3335	0.605	0.2875	0.319	1	0	0	10	10.193532	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,587	0.635	0.495	0.17	1.3695	0.657	0.3055	0.365	0	0	1	10	10.817349	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,589	0.65	0.515	0.18	1.463	0.658	0.3135	0.4115	0	0	1	11	11.111054	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,593	0.655	0.53	0.165	1.2835	0.583	0.1255	0.4	1	0	0	8	12.686139	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,596	0.675	0.515	0.145	1.265	0.6025	0.299	0.325	0	0	1	10	10.501753	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,601	0.37	0.285	0.095	0.226	0.1135	0.0515	0.0675	0	1	0	8	7.07784	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,603	0.42	0.325	0.11	0.325	0.1245	0.0755	0.1025	0	1	0	7	7.337332	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,610	0.58	0.45	0.16	0.8675	0.3935	0.221	0.215	0	0	1	9	8.836619	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,612	0.6	0.46	0.18	1.14	0.423	0.2575	0.365	0	0	1	10	12.488134	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,613	0.61	0.49	0.17	1.3475	0.7045	0.25	0.3045	1	0	0	11	9.794037	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,614	0.615	0.475	0.155	1.0735	0.4375	0.2585	0.31	0	0	1	11	10.080161	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,616	0.615	0.495	0.2	1.304	0.5795	0.3115	0.371	0	0	1	14	11.294725	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,621	0.655	0.455	0.17	1.275	0.583	0.303	0.333	1	0	0	8	10.424232	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,622	0.655	0.505	0.165	1.27	0.6035	0.262	0.335	0	0	1	10	10.08334	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,623	0.66	0.53	0.175	1.583	0.7395	0.3505	0.405	0	0	1	10	10.737409	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,625	0.67	0.525	0.195	1.42	0.573	0.368	0.3905	1	0	0	10	11.787292	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000
3,633	0.3	0.22	0.065	0.1195	0.052	0.0155	0.035	0	1	0	5	5.616657	XGBRegressor	384,999,600	4,000,400	1,166,661	3	0.05	1,000

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