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
1,219	0.325	0.225	0.075	0.139	0.0565	0.032	0.09	0	1	0	6	6.59766	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,224	0.345	0.255	0.095	0.1945	0.0925	0.037	0.055	0	1	0	6	6.995389	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,229	0.365	0.27	0.085	0.1875	0.081	0.042	0.058	0	1	0	6	6.928098	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,236	0.375	0.275	0.09	0.218	0.093	0.0405	0.0755	0	1	0	6	7.018059	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,238	0.375	0.28	0.08	0.2025	0.0825	0.048	0.065	0	1	0	8	6.960385	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,248	0.395	0.295	0.095	0.2725	0.115	0.0625	0.085	0	1	0	8	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,254	0.425	0.325	0.11	0.3335	0.173	0.045	0.1	0	1	0	7	7.409739	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,261	0.45	0.33	0.105	0.448	0.208	0.089	0.12	0	1	0	9	7.96374	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,265	0.46	0.36	0.105	0.466	0.2225	0.099	0.11	0	1	0	7	7.345722	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,266	0.46	0.35	0.105	0.3705	0.1575	0.077	0.114	0	1	0	9	8.044901	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,267	0.46	0.365	0.125	0.4785	0.206	0.1045	0.141	1	0	0	8	9.666728	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,269	0.47	0.365	0.1	0.411	0.175	0.0855	0.135	0	1	0	8	7.88762	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,271	0.47	0.355	0.12	0.393	0.167	0.0885	0.115	0	1	0	8	8.045225	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,277	0.48	0.365	0.1	0.461	0.2205	0.0835	0.135	0	1	0	8	7.705988	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,281	0.5	0.38	0.135	0.594	0.2945	0.104	0.1565	0	1	0	9	7.853712	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,293	0.52	0.4	0.13	0.5825	0.233	0.1365	0.18	0	1	0	10	9.04673	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,297	0.53	0.415	0.13	0.694	0.3905	0.111	0.167	0	1	0	9	7.911966	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,305	0.54	0.42	0.145	0.8655	0.4315	0.163	0.2175	1	0	0	10	8.923282	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,306	0.54	0.42	0.14	0.7265	0.3205	0.1445	0.229	0	1	0	9	9.590759	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,309	0.545	0.43	0.15	0.7285	0.302	0.1315	0.2545	0	1	0	10	10.609493	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,311	0.55	0.43	0.145	0.7895	0.3745	0.171	0.223	0	1	0	11	9.327953	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,316	0.555	0.44	0.14	0.8705	0.407	0.156	0.255	0	0	1	9	9.373622	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,328	0.57	0.45	0.145	0.751	0.2825	0.2195	0.2215	0	1	0	10	9.902576	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,329	0.57	0.45	0.135	0.794	0.3815	0.1415	0.245	0	1	0	8	10.087469	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,330	0.57	0.46	0.135	0.9795	0.397	0.2525	0.2655	1	0	0	9	10.975038	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,332	0.57	0.44	0.13	0.7665	0.347	0.1785	0.202	0	1	0	10	9.14952	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,333	0.57	0.435	0.125	0.8965	0.383	0.1835	0.275	0	0	1	9	10.905204	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,339	0.58	0.445	0.15	0.858	0.4	0.156	0.253	1	0	0	8	10.431307	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,341	0.585	0.49	0.185	1.171	0.522	0.2535	0.335	0	0	1	10	10.804049	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,342	0.585	0.475	0.16	1.0505	0.48	0.234	0.285	0	1	0	10	10.216833	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,345	0.585	0.475	0.15	1.065	0.5315	0.199	0.2885	0	0	1	10	9.813105	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,346	0.585	0.45	0.18	0.7995	0.336	0.1855	0.237	0	0	1	8	10.254139	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,349	0.59	0.455	0.155	0.8855	0.388	0.188	0.275	0	0	1	10	10.781066	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,353	0.6	0.48	0.155	1.014	0.451	0.1885	0.325	0	0	1	11	10.893432	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,363	0.61	0.45	0.15	0.871	0.407	0.1835	0.25	0	0	1	10	9.298219	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,364	0.61	0.48	0.165	1.244	0.6345	0.257	0.305	0	0	1	12	10.001445	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,368	0.61	0.46	0.16	1	0.494	0.197	0.275	0	0	1	10	9.896393	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,369	0.615	0.475	0.155	1.004	0.4475	0.193	0.2895	1	0	0	10	9.889873	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,383	0.625	0.48	0.155	1.2035	0.5865	0.239	0.3185	1	0	0	12	10.173903	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,386	0.63	0.485	0.145	1.062	0.5065	0.1785	0.3365	0	0	1	12	10.627891	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,390	0.635	0.5	0.165	1.4595	0.705	0.2645	0.39	1	0	0	9	10.858137	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,394	0.64	0.565	0.23	1.521	0.644	0.372	0.406	0	0	1	15	11.868583	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,395	0.64	0.525	0.18	1.3135	0.4865	0.2995	0.4075	0	0	1	10	13.906934	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,397	0.645	0.5	0.195	1.401	0.6165	0.3515	0.3725	0	0	1	10	10.9325	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,398	0.645	0.525	0.16	1.5075	0.7455	0.245	0.4325	0	0	1	11	11.395955	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,415	0.695	0.565	0.19	1.7635	0.7465	0.399	0.4975	1	0	0	11	12.092139	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,417	0.705	0.565	0.515	2.21	1.1075	0.4865	0.512	0	0	1	10	11.598619	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,418	0.705	0.555	0.215	2.141	1.0465	0.383	0.528	0	0	1	11	11.166984	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,435	0.385	0.3	0.09	0.247	0.1225	0.044	0.0675	0	1	0	5	7.087742	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,436	0.395	0.295	0.09	0.3025	0.143	0.0665	0.0765	0	1	0	5	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,437	0.4	0.29	0.11	0.329	0.188	0.0455	0.0825	0	1	0	6	7.323493	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,441	0.405	0.3	0.105	0.304	0.1455	0.061	0.0805	0	1	0	6	7.433732	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,442	0.41	0.32	0.095	0.2905	0.141	0.063	0.073	0	1	0	5	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,455	0.475	0.37	0.125	0.649	0.347	0.136	0.142	0	0	1	8	8.117177	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,463	0.505	0.385	0.105	0.5525	0.239	0.1245	0.1555	0	0	1	9	8.922258	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,470	0.53	0.43	0.13	0.7045	0.346	0.1415	0.189	0	1	0	9	8.126061	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,496	0.62	0.48	0.165	1.0725	0.4815	0.235	0.312	0	0	1	9	10.308497	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,499	0.63	0.47	0.145	1.1005	0.52	0.26	0.276	0	0	1	9	9.753657	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,500	0.63	0.5	0.175	1.1105	0.467	0.268	0.329	1	0	0	10	10.97906	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,502	0.63	0.48	0.15	1.271	0.6605	0.2425	0.31	0	0	1	11	9.94364	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,507	0.645	0.515	0.175	1.546	0.7035	0.365	0.415	1	0	0	10	11.056516	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,511	0.65	0.515	0.175	1.466	0.677	0.3045	0.4	0	0	1	10	11.08389	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,512	0.65	0.5	0.16	1.3825	0.702	0.304	0.3195	1	0	0	9	10.014688	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,516	0.66	0.505	0.165	1.374	0.589	0.351	0.345	0	0	1	10	10.378231	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,526	0.705	0.56	0.165	1.675	0.797	0.4095	0.388	0	0	1	10	10.468798	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,534	0.3	0.23	0.085	0.117	0.05	0.0175	0.0415	0	1	0	6	6.317377	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,538	0.355	0.27	0.075	0.1775	0.079	0.0315	0.054	0	1	0	6	6.486267	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,539	0.355	0.26	0.09	0.1985	0.0715	0.0495	0.058	0	1	0	7	6.995389	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,543	0.365	0.27	0.085	0.2225	0.0935	0.0525	0.066	0	1	0	7	6.820319	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,545	0.375	0.28	0.08	0.2165	0.0935	0.0925	0.07	0	1	0	7	7.091233	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,549	0.385	0.28	0.095	0.257	0.119	0.059	0.07	0	1	0	7	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,553	0.39	0.29	0.1	0.2225	0.095	0.0465	0.073	0	1	0	7	7.317322	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,560	0.435	0.325	0.11	0.367	0.1595	0.08	0.105	0	1	0	6	7.610227	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,561	0.45	0.34	0.095	0.3245	0.1385	0.064	0.105	0	1	0	8	7.244771	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,563	0.455	0.36	0.115	0.457	0.2085	0.0855	0.147	0	1	0	10	8.413821	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,567	0.465	0.345	0.11	0.393	0.1825	0.0735	0.12	0	1	0	8	8.057499	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,575	0.485	0.375	0.13	0.6025	0.2935	0.1285	0.16	0	1	0	7	8.185827	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,580	0.5	0.4	0.12	0.616	0.261	0.143	0.1935	0	1	0	8	9.83033	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,582	0.5	0.375	0.14	0.559	0.2375	0.135	0.169	0	1	0	9	9.650636	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,592	0.525	0.39	0.12	0.664	0.3115	0.147	0.178	0	1	0	9	8.416691	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,594	0.525	0.4	0.14	0.654	0.305	0.16	0.169	0	1	0	7	8.879018	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,604	0.54	0.455	0.14	0.972	0.419	0.255	0.269	0	0	1	10	9.824319	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,617	0.555	0.435	0.14	0.765	0.3945	0.15	0.206	0	1	0	8	9.337428	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,625	0.565	0.43	0.15	0.831	0.4245	0.1735	0.219	0	0	1	10	8.847085	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,631	0.57	0.445	0.145	0.7405	0.306	0.172	0.1825	0	1	0	12	8.868751	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,635	0.575	0.45	0.125	0.78	0.3275	0.188	0.235	0	1	0	9	9.560392	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,636	0.575	0.47	0.185	0.985	0.3745	0.2175	0.355	0	0	1	10	14.002399	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,638	0.575	0.445	0.17	0.8015	0.3475	0.1465	0.25	0	1	0	9	10.854784	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,642	0.575	0.44	0.16	0.9615	0.483	0.166	0.275	0	0	1	13	10.272197	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,652	0.595	0.45	0.14	0.838	0.3965	0.194	0.217	0	0	1	10	9.037329	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,653	0.595	0.45	0.145	0.959	0.463	0.2065	0.2535	0	0	1	10	9.51054	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,655	0.6	0.46	0.155	0.9735	0.427	0.2045	0.3	1	0	0	8	11.203603	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,658	0.6	0.48	0.17	0.9175	0.38	0.2225	0.29	0	1	0	8	10.985876	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,660	0.6	0.47	0.165	1.059	0.504	0.241	0.275	0	0	1	9	9.777768	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,667	0.605	0.505	0.18	1.434	0.7285	0.264	0.431	1	0	0	11	11.187758	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,672	0.61	0.475	0.16	1.1155	0.3835	0.223	0.379	1	0	0	10	14.960915	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,680	0.62	0.515	0.175	1.221	0.535	0.241	0.395	0	0	1	13	11.766564	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,684	0.62	0.47	0.14	0.8565	0.3595	0.16	0.295	0	1	0	9	12.457226	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,685	0.62	0.45	0.135	0.924	0.358	0.2265	0.2965	0	1	0	10	12.391801	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,686	0.62	0.48	0.15	1.266	0.6285	0.2575	0.309	0	0	1	12	9.94364	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100

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