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
2,512	0.465	0.375	0.11	0.5	0.21	0.113	0.1505	0	0	1	8	9.668191	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,513	0.465	0.35	0.135	0.6265	0.259	0.1445	0.175	1	0	0	8	10.273754	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,514	0.47	0.37	0.11	0.5555	0.25	0.115	0.163	0	1	0	8	8.21303	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,520	0.525	0.425	0.19	0.872	0.4625	0.1725	0.199	0	0	1	9	11.564918	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,531	0.605	0.475	0.175	1.201	0.5395	0.275	0.309	0	0	1	10	10.097422	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,549	0.28	0.21	0.055	0.106	0.0415	0.0265	0.031	0	1	0	5	5.724453	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,553	0.315	0.235	0.07	0.149	0.058	0.0325	0.047	0	1	0	7	6.211116	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,556	0.38	0.285	0.085	0.237	0.115	0.0405	0.07	0	1	0	6	6.980477	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,557	0.39	0.295	0.1	0.279	0.1155	0.059	0.08	0	1	0	7	7.325966	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,560	0.44	0.335	0.11	0.3885	0.175	0.0835	0.111	0	1	0	7	7.260778	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,562	0.44	0.325	0.1	0.4165	0.185	0.0865	0.11	0	1	0	6	7.083888	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,570	0.465	0.355	0.11	0.474	0.23	0.1005	0.12	0	1	0	7	7.622345	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,579	0.525	0.415	0.135	0.7945	0.394	0.189	0.202	0	0	1	7	9.784365	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,582	0.53	0.41	0.14	0.681	0.3095	0.1415	0.1835	0	0	1	6	9.175908	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,592	0.59	0.465	0.14	1.046	0.4695	0.263	0.263	0	0	1	7	9.796388	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,596	0.6	0.46	0.145	0.9325	0.3985	0.2245	0.248	1	0	0	8	9.685374	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,599	0.61	0.48	0.15	1.1495	0.564	0.274	0.264	0	0	1	8	9.6119	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,603	0.62	0.51	0.175	1.2705	0.5415	0.323	0.3225	1	0	0	9	10.379979	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,608	0.625	0.49	0.175	1.1075	0.4485	0.2165	0.3595	1	0	0	8	11.153017	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,609	0.63	0.495	0.2	1.4255	0.659	0.336	0.38	1	0	0	11	11.084766	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,612	0.635	0.495	0.18	1.596	0.617	0.317	0.37	1	0	0	11	11.552064	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,613	0.635	0.495	0.195	1.297	0.556	0.2985	0.37	1	0	0	11	11.688653	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,617	0.67	0.52	0.19	1.6385	0.8115	0.369	0.391	0	0	1	9	10.26544	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,629	0.33	0.24	0.075	0.163	0.0745	0.033	0.048	0	1	0	6	6.202877	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,638	0.46	0.345	0.11	0.3755	0.1525	0.058	0.125	0	1	0	7	9.046144	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,640	0.465	0.355	0.105	0.442	0.2085	0.0975	0.1185	0	1	0	7	7.910102	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,645	0.49	0.38	0.11	0.554	0.2935	0.1005	0.15	0	0	1	8	8.617267	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,646	0.495	0.38	0.12	0.512	0.233	0.1205	0.136	0	1	0	7	7.371703	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,648	0.5	0.38	0.12	0.5765	0.273	0.135	0.145	0	0	1	9	8.812993	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,655	0.545	0.42	0.145	0.778	0.3745	0.1545	0.205	0	0	1	7	9.547196	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,657	0.545	0.4	0.14	0.778	0.368	0.215	0.18	1	0	0	9	9.605721	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,658	0.55	0.42	0.13	0.636	0.294	0.144	0.1755	0	1	0	8	8.275456	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,664	0.57	0.43	0.16	0.811	0.3875	0.159	0.2285	1	0	0	9	9.93015	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,667	0.585	0.45	0.15	0.938	0.467	0.203	0.225	1	0	0	7	8.633894	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,670	0.59	0.46	0.14	1.004	0.496	0.2165	0.26	0	0	1	9	9.783496	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,671	0.59	0.46	0.16	1.0115	0.445	0.2615	0.2565	1	0	0	8	9.572005	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,673	0.595	0.47	0.165	1.108	0.4915	0.2325	0.3345	0	0	1	9	10.344594	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,678	0.615	0.45	0.15	1.198	0.707	0.2095	0.2505	0	0	1	7	9.096624	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,683	0.625	0.495	0.185	1.3835	0.7105	0.3005	0.345	0	0	1	11	10.345626	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,687	0.63	0.51	0.175	1.3415	0.6575	0.262	0.375	0	0	1	10	10.744649	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,717	0.345	0.255	0.095	0.183	0.075	0.0385	0.06	0	1	0	6	6.952941	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,719	0.36	0.26	0.08	0.1795	0.074	0.0315	0.06	0	1	0	5	6.703197	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,721	0.375	0.29	0.14	0.3	0.14	0.0625	0.0825	0	1	0	8	8.111457	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,728	0.405	0.31	0.11	0.91	0.416	0.2075	0.0995	0	1	0	8	8.972661	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,731	0.41	0.315	0.1	0.3	0.124	0.0575	0.1	0	1	0	8	7.475893	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,739	0.45	0.335	0.095	0.3505	0.1615	0.0625	0.1185	0	1	0	7	8.03916	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,741	0.46	0.35	0.1	0.471	0.252	0.077	0.123	0	1	0	8	7.289531	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,746	0.485	0.365	0.14	0.4475	0.1895	0.0925	0.2305	0	1	0	8	10.717975	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,754	0.525	0.385	0.13	0.607	0.2355	0.125	0.195	0	1	0	8	10.541288	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,758	0.535	0.43	0.155	0.7845	0.3285	0.169	0.245	0	0	1	10	10.572702	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,761	0.55	0.425	0.145	0.89	0.4325	0.171	0.236	0	1	0	10	9.135194	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,763	0.55	0.425	0.135	0.656	0.257	0.17	0.203	0	1	0	10	9.572024	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,766	0.555	0.445	0.175	1.1465	0.551	0.244	0.2785	1	0	0	8	9.612843	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,768	0.56	0.435	0.135	0.72	0.329	0.103	0.251	0	1	0	11	9.024142	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,775	0.585	0.46	0.145	0.8465	0.339	0.167	0.295	0	1	0	10	12.598205	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,778	0.585	0.455	0.13	0.8755	0.411	0.2065	0.225	1	0	0	8	8.228651	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,780	0.59	0.475	0.14	0.977	0.4625	0.2025	0.275	0	0	1	10	9.502039	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,782	0.6	0.48	0.09	1.05	0.457	0.2685	0.28	0	0	1	8	10.2894	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,793	0.63	0.505	0.175	1.221	0.555	0.252	0.34	0	0	1	12	10.418735	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,794	0.63	0.475	0.155	1.0005	0.452	0.252	0.265	1	0	0	10	9.492826	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,795	0.63	0.47	0.15	1.1355	0.539	0.2325	0.3115	0	0	1	12	9.726825	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,796	0.63	0.525	0.195	1.3135	0.4935	0.2565	0.465	0	0	1	10	13.779752	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,797	0.64	0.505	0.155	1.1955	0.5565	0.211	0.346	0	0	1	11	10.536345	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,806	0.675	0.525	0.17	1.711	0.8365	0.352	0.475	1	0	0	9	11.020839	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,808	0.705	0.54	0.205	1.757	0.8265	0.417	0.461	1	0	0	9	10.874408	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,813	0.255	0.195	0.055	0.0725	0.0285	0.017	0.021	0	1	0	4	5.179701	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,819	0.375	0.265	0.095	0.196	0.085	0.042	0.0585	0	1	0	5	6.844762	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,826	0.5	0.365	0.13	0.5945	0.309	0.1085	0.1535	0	0	1	9	7.802616	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,829	0.52	0.395	0.145	0.77	0.424	0.142	0.1895	0	1	0	7	8.335769	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,835	0.57	0.42	0.14	0.8745	0.416	0.165	0.25	0	0	1	8	9.501702	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,838	0.59	0.47	0.155	1.1735	0.6245	0.233	0.2595	0	0	1	9	9.04368	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,841	0.595	0.435	0.16	1.057	0.4255	0.224	0.31	0	0	1	9	11.176423	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,851	0.635	0.51	0.185	1.286	0.526	0.295	0.4105	1	0	0	12	12.905479	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,855	0.655	0.515	0.155	1.309	0.524	0.346	0.385	1	0	0	11	11.446891	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,858	0.695	0.54	0.195	1.691	0.768	0.363	0.4755	0	0	1	11	11.01874	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,860	0.72	0.55	0.18	1.52	0.637	0.325	0.435	1	0	0	10	11.304703	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,862	0.735	0.57	0.21	2.2355	1.1705	0.463	0.5315	0	0	1	10	10.430339	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,869	0.37	0.28	0.085	0.198	0.0805	0.0455	0.058	0	1	0	5	6.934257	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,872	0.4	0.315	0.09	0.3245	0.151	0.073	0.088	0	1	0	8	6.82429	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,873	0.41	0.305	0.095	0.2625	0.1	0.0515	0.09	0	1	0	6	7.401438	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,875	0.435	0.335	0.095	0.298	0.109	0.058	0.115	0	1	0	7	8.112743	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,877	0.46	0.36	0.14	0.447	0.161	0.087	0.16	0	1	0	9	11.721916	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,879	0.47	0.385	0.13	0.587	0.264	0.117	0.174	0	1	0	8	8.840999	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,882	0.5	0.39	0.13	0.5075	0.2115	0.104	0.1755	0	1	0	9	9.415622	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,895	0.54	0.415	0.11	0.619	0.2755	0.15	0.1765	0	1	0	10	8.612341	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,898	0.55	0.435	0.165	0.804	0.34	0.194	0.244	0	1	0	8	10.038613	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,920	0.6	0.45	0.195	1.34	0.617	0.3255	0.3605	0	0	1	10	11.280545	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,923	0.605	0.495	0.17	1.0915	0.4365	0.2715	0.335	1	0	0	13	12.028846	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,924	0.605	0.49	0.18	1.167	0.457	0.29	0.3745	0	0	1	9	11.405584	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,935	0.62	0.475	0.195	1.3585	0.5935	0.3365	0.3745	0	0	1	10	10.911023	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,937	0.625	0.515	0.165	1.217	0.667	0.2065	0.3115	0	0	1	10	10.252965	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,945	0.635	0.485	0.19	1.3765	0.634	0.2885	0.406	1	0	0	11	11.515369	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,948	0.635	0.5	0.19	1.29	0.593	0.3045	0.352	1	0	0	8	10.804145	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,954	0.645	0.495	0.19	1.539	0.6115	0.408	0.445	0	0	1	12	11.924115	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,955	0.65	0.52	0.195	1.676	0.693	0.44	0.47	0	0	1	15	12.291377	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,956	0.65	0.565	0.2	1.6645	0.753	0.367	0.43	1	0	0	12	11.027627	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,958	0.655	0.515	0.2	1.494	0.7255	0.309	0.405	1	0	0	12	10.907162	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,963	0.67	0.525	0.19	1.527	0.5755	0.353	0.44	1	0	0	12	13.287106	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,964	0.67	0.525	0.17	1.4005	0.715	0.3025	0.387	0	0	1	9	10.278564	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
2,968	0.68	0.505	0.17	1.3435	0.657	0.297	0.355	1	0	0	12	9.971657	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250

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