Datasets:

DaniFrame
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AFRLA-instance-level-results

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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
3,357	0.375	0.285	0.1	0.239	0.105	0.0555	0.07	0	1	0	8	8.273765	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,360	0.58	0.44	0.175	1.073	0.4005	0.2345	0.335	1	0	0	19	11.656438	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,372	0.44	0.33	0.135	0.522	0.17	0.0905	0.195	0	1	0	16	10.58761	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,373	0.54	0.405	0.155	0.9715	0.3225	0.194	0.29	0	0	1	19	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,376	0.31	0.235	0.09	0.127	0.048	0.031	0.04	0	1	0	6	7.728072	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,384	0.305	0.225	0.07	0.1485	0.0585	0.0335	0.045	1	0	0	7	8.05049	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,385	0.475	0.35	0.115	0.487	0.194	0.1455	0.125	1	0	0	13	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,390	0.56	0.44	0.16	1.1115	0.5035	0.2785	0.26	0	0	1	10	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,391	0.545	0.42	0.125	0.9745	0.353	0.174	0.305	0	0	1	13	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,394	0.62	0.48	0.16	1.0765	0.412	0.253	0.3	0	0	1	13	10.626596	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,395	0.605	0.45	0.165	1.2225	0.357	0.202	0.385	1	0	0	13	12.561763	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,408	0.39	0.315	0.09	0.3095	0.147	0.05	0.09	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,409	0.395	0.31	0.095	0.313	0.131	0.072	0.093	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,410	0.415	0.31	0.105	0.3595	0.167	0.083	0.0915	0	1	0	6	8.360179	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,413	0.49	0.395	0.12	0.674	0.3325	0.1235	0.185	0	0	1	9	9.491545	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,414	0.49	0.37	0.105	0.5265	0.249	0.1005	0.148	1	0	0	7	9.521725	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,421	0.6	0.475	0.15	1.089	0.5195	0.223	0.292	0	0	1	11	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,422	0.61	0.47	0.155	1.0325	0.497	0.2175	0.2785	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,424	0.64	0.51	0.17	1.3715	0.567	0.307	0.409	0	0	1	10	10.937087	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,427	0.74	0.605	0.2	2.4925	1.1455	0.575	0.5235	0	0	1	13	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,429	0.28	0.21	0.065	0.111	0.0425	0.0285	0.03	0	1	0	6	7.273364	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,431	0.35	0.265	0.095	0.199	0.073	0.049	0.06	0	1	0	5	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,433	0.365	0.27	0.105	0.2155	0.0915	0.0475	0.063	0	1	0	6	8.295283	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,438	0.43	0.335	0.105	0.378	0.188	0.0785	0.09	0	1	0	6	8.360179	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,441	0.465	0.355	0.115	0.4705	0.1955	0.118	0.126	1	0	0	7	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,445	0.495	0.4	0.145	0.578	0.2545	0.1305	0.1645	0	1	0	8	9.448189	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,449	0.52	0.395	0.125	0.8115	0.4035	0.166	0.2	0	0	1	7	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,451	0.55	0.44	0.155	0.9155	0.3645	0.195	0.25	0	0	1	8	10.741919	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,460	0.62	0.485	0.165	1.1325	0.5235	0.2505	0.2825	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,462	0.625	0.47	0.17	1.255	0.525	0.2415	0.405	1	0	0	10	11.261392	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,467	0.66	0.525	0.18	1.478	0.5815	0.381	0.372	0	0	1	10	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,486	0.505	0.475	0.16	1.1155	0.509	0.239	0.3065	1	0	0	8	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,493	0.555	0.44	0.15	0.838	0.4155	0.146	0.23	0	0	1	8	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,495	0.56	0.415	0.13	0.7615	0.3695	0.17	0.1955	0	0	1	8	9.942024	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,496	0.575	0.44	0.145	0.87	0.3945	0.2195	0.225	0	0	1	8	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,498	0.59	0.46	0.145	0.929	0.38	0.24	0.255	0	0	1	10	10.719022	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,499	0.595	0.47	0.165	1.0155	0.491	0.1905	0.289	1	0	0	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,505	0.625	0.495	0.18	1.0815	0.4715	0.254	0.3135	0	0	1	10	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,510	0.65	0.505	0.18	1.469	0.7115	0.3335	0.38	0	0	1	9	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,517	0.7	0.56	0.175	1.6605	0.8605	0.3275	0.398	1	0	0	11	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,525	0.33	0.23	0.085	0.1695	0.079	0.026	0.0505	0	1	0	6	7.77782	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,526	0.335	0.26	0.085	0.192	0.097	0.03	0.054	0	1	0	6	7.908025	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,532	0.38	0.285	0.09	0.2305	0.1005	0.039	0.0775	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,534	0.4	0.315	0.09	0.33	0.151	0.068	0.08	0	1	0	6	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,539	0.435	0.34	0.12	0.396	0.1775	0.081	0.125	0	1	0	8	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,545	0.475	0.36	0.135	0.4355	0.196	0.0925	0.125	0	1	0	8	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,547	0.48	0.355	0.125	0.494	0.2385	0.0835	0.15	0	1	0	9	8.951126	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,548	0.495	0.37	0.12	0.594	0.28	0.11	0.1375	1	0	0	7	9.462444	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,551	0.515	0.4	0.135	0.636	0.3055	0.1215	0.1855	0	1	0	9	9.21832	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,552	0.525	0.39	0.105	0.567	0.2875	0.1075	0.16	0	1	0	8	9.175985	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,558	0.55	0.425	0.155	0.8725	0.412	0.187	0.2425	0	1	0	10	9.956976	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,559	0.565	0.45	0.175	1.2365	0.5305	0.2455	0.308	1	0	0	10	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,561	0.57	0.42	0.13	0.7745	0.3535	0.1505	0.2365	0	1	0	9	10.158198	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,565	0.575	0.475	0.16	0.895	0.3605	0.221	0.271	1	0	0	9	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,567	0.58	0.46	0.14	0.9265	0.4135	0.1845	0.27	0	1	0	10	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,580	0.62	0.48	0.165	1.043	0.4835	0.221	0.31	1	0	0	10	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,582	0.625	0.475	0.16	1.3335	0.605	0.2875	0.319	1	0	0	10	10.420416	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,587	0.635	0.495	0.17	1.3695	0.657	0.3055	0.365	0	0	1	10	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,589	0.65	0.515	0.18	1.463	0.658	0.3135	0.4115	0	0	1	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,593	0.655	0.53	0.165	1.2835	0.583	0.1255	0.4	1	0	0	8	10.937087	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,596	0.675	0.515	0.145	1.265	0.6025	0.299	0.325	0	0	1	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,601	0.37	0.285	0.095	0.226	0.1135	0.0515	0.0675	0	1	0	8	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,603	0.42	0.325	0.11	0.325	0.1245	0.0755	0.1025	0	1	0	7	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,610	0.58	0.45	0.16	0.8675	0.3935	0.221	0.215	0	0	1	9	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,612	0.6	0.46	0.18	1.14	0.423	0.2575	0.365	0	0	1	10	11.396301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,613	0.61	0.49	0.17	1.3475	0.7045	0.25	0.3045	1	0	0	11	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,614	0.615	0.475	0.155	1.0735	0.4375	0.2585	0.31	0	0	1	11	10.582765	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,616	0.615	0.495	0.2	1.304	0.5795	0.3115	0.371	0	0	1	14	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,621	0.655	0.455	0.17	1.275	0.583	0.303	0.333	1	0	0	8	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,622	0.655	0.505	0.165	1.27	0.6035	0.262	0.335	0	0	1	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,623	0.66	0.53	0.175	1.583	0.7395	0.3505	0.405	0	0	1	10	10.875961	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,625	0.67	0.525	0.195	1.42	0.573	0.368	0.3905	1	0	0	10	10.922559	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,633	0.3	0.22	0.065	0.1195	0.052	0.0155	0.035	0	1	0	5	7.28434	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,639	0.44	0.32	0.095	0.3275	0.1495	0.059	0.1	0	1	0	8	8.299627	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,643	0.47	0.345	0.12	0.3685	0.1525	0.0615	0.125	0	1	0	8	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,645	0.475	0.335	0.1	0.4425	0.1895	0.086	0.135	0	1	0	9	8.850935	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,651	0.525	0.405	0.125	0.657	0.2985	0.1505	0.168	0	1	0	10	9.340937	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,662	0.55	0.45	0.14	0.753	0.3445	0.1325	0.24	0	1	0	8	10.454085	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,670	0.59	0.465	0.135	0.9895	0.4235	0.199	0.28	0	0	1	8	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,674	0.595	0.45	0.165	1.081	0.49	0.2525	0.279	1	0	0	12	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,692	0.65	0.52	0.17	1.3655	0.6155	0.2885	0.36	0	0	1	11	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,697	0.65	0.51	0.175	1.155	0.4955	0.2025	0.385	0	0	1	12	11.307866	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,707	0.675	0.51	0.17	1.527	0.809	0.318	0.341	0	0	1	11	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,711	0.705	0.55	0.21	1.4385	0.655	0.3255	0.462	0	0	1	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,712	0.705	0.53	0.17	1.564	0.612	0.394	0.44	1	0	0	10	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,714	0.725	0.56	0.185	1.792	0.873	0.367	0.435	1	0	0	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,715	0.78	0.6	0.21	2.548	1.1945	0.5745	0.6745	0	0	1	11	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,716	0.235	0.13	0.075	0.1585	0.0685	0.037	0.0465	0	1	0	5	6.800427	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,722	0.465	0.36	0.105	0.452	0.22	0.159	0.1035	0	1	0	9	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,726	0.5	0.395	0.145	0.7865	0.332	0.1815	0.2455	0	1	0	8	10.454085	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,728	0.51	0.375	0.15	0.8415	0.3845	0.156	0.255	0	1	0	10	10.721507	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,729	0.51	0.38	0.135	0.681	0.3435	0.142	0.17	0	0	1	9	9.491545	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,737	0.625	0.47	0.15	1.124	0.556	0.2315	0.287	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,743	0.705	0.555	0.195	1.7525	0.7105	0.4215	0.516	1	0	0	12	11.868217	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,746	0.36	0.265	0.085	0.1865	0.0675	0.037	0.0615	0	1	0	7	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,757	0.52	0.41	0.14	0.699	0.3395	0.129	0.1945	0	1	0	10	9.767011	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,760	0.53	0.425	0.13	0.702	0.2975	0.1395	0.22	0	0	1	9	10.211448	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,761	0.53	0.42	0.135	0.675	0.294	0.156	0.1825	0	0	1	10	9.643021	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,762	0.53	0.395	0.115	0.475	0.2025	0.101	0.148	0	1	0	8	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,763	0.53	0.41	0.15	0.612	0.2435	0.1525	0.1895	0	1	0	11	9.710504	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100

Subsets and Splits