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
2,115	0.18	0.13	0.045	0.0275	0.0125	0.01	0.009	0	1	0	3	4.52399	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,133	0.44	0.35	0.11	0.4585	0.2	0.0885	0.13	0	0	1	9	9.224158	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,138	0.57	0.465	0.18	0.9995	0.405	0.277	0.295	1	0	0	16	11.674855	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,142	0.46	0.35	0.11	0.3945	0.1685	0.0865	0.125	0	1	0	9	8.154055	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,145	0.415	0.325	0.115	0.3455	0.1405	0.0765	0.11	1	0	0	9	8.890648	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,146	0.465	0.35	0.12	0.5205	0.2015	0.1625	0.185	0	0	1	11	10.413881	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,157	0.62	0.495	0.175	1.806	0.643	0.3285	0.725	0	0	1	17	18.86488	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,158	0.56	0.42	0.195	0.8085	0.3025	0.1795	0.285	0	0	1	14	12.883595	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,164	0.375	0.305	0.09	0.3245	0.1395	0.0565	0.095	0	0	1	5	8.763577	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,178	0.595	0.48	0.2	0.975	0.358	0.2035	0.34	1	0	0	15	14.365363	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,187	0.495	0.385	0.135	0.6335	0.2	0.1225	0.26	0	0	1	14	13.157061	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,198	0.27	0.19	0.08	0.081	0.0265	0.0195	0.03	0	1	0	6	5.817164	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,201	0.645	0.49	0.215	1.406	0.4265	0.2285	0.51	1	0	0	25	15.987596	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,203	0.615	0.48	0.19	1.36	0.5305	0.2375	0.47	0	0	1	18	13.962854	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,212	0.595	0.495	0.235	1.366	0.5065	0.219	0.52	1	0	0	13	15.782533	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,227	0.275	0.2	0.075	0.086	0.0305	0.019	0.03	0	1	0	7	5.78263	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,237	0.585	0.465	0.19	1.171	0.3905	0.2355	0.4	0	0	1	17	15.779276	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,239	0.46	0.36	0.115	0.4755	0.2105	0.105	0.16	1	0	0	8	10.121478	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,241	0.435	0.32	0.12	0.3785	0.152	0.0915	0.125	1	0	0	11	9.627043	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,243	0.465	0.36	0.13	0.5265	0.2105	0.1185	0.165	0	0	1	10	10.13187	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,245	0.46	0.375	0.14	0.5105	0.192	0.1045	0.205	0	0	1	9	11.783605	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,246	0.38	0.325	0.11	0.3105	0.12	0.074	0.105	1	0	0	10	8.890648	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,251	0.6	0.485	0.175	1.2675	0.4995	0.2815	0.38	0	0	1	13	11.588307	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,254	0.65	0.495	0.18	1.793	0.8005	0.339	0.53	0	0	1	14	12.610458	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,260	0.55	0.46	0.175	0.869	0.3155	0.1825	0.32	0	0	1	10	13.750025	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,264	0.59	0.45	0.16	0.893	0.2745	0.2185	0.345	0	1	0	14	13.876049	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,273	0.67	0.52	0.15	1.406	0.519	0.348	0.37	1	0	0	13	10.823117	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,275	0.655	0.525	0.185	1.259	0.487	0.2215	0.445	0	0	1	20	14.491068	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,278	0.51	0.405	0.13	0.7175	0.3725	0.158	0.17	0	0	1	9	8.830637	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,280	0.44	0.375	0.13	0.487	0.226	0.0965	0.155	0	0	1	9	9.463453	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,290	0.325	0.27	0.1	0.185	0.08	0.0435	0.065	0	1	0	6	7.141637	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,292	0.38	0.3	0.09	0.3215	0.1545	0.075	0.095	1	0	0	9	8.839642	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,294	0.525	0.425	0.12	0.702	0.3335	0.1465	0.22	0	0	1	12	9.60913	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,308	0.455	0.355	0.13	0.515	0.2	0.1275	0.175	0	0	1	11	10.3971	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,311	0.35	0.265	0.11	0.2965	0.1365	0.063	0.085	0	0	1	7	8.521488	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,313	0.595	0.47	0.145	0.991	0.4035	0.1505	0.34	0	0	1	16	12.745342	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,317	0.515	0.42	0.14	0.769	0.2505	0.154	0.29	0	0	1	13	13.495559	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,325	0.415	0.305	0.105	0.3605	0.12	0.082	0.1	1	0	0	10	8.862515	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,336	0.565	0.48	0.175	0.957	0.3885	0.215	0.275	1	0	0	18	11.300612	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,337	0.56	0.455	0.165	0.86	0.4015	0.1695	0.245	0	0	1	11	9.599695	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,339	0.64	0.52	0.2	1.407	0.566	0.304	0.455	0	0	1	17	13.655334	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,341	0.31	0.24	0.09	0.1455	0.0605	0.0315	0.045	0	1	0	7	6.527991	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,342	0.255	0.185	0.07	0.075	0.028	0.018	0.025	0	1	0	6	5.290766	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,349	0.45	0.36	0.105	0.4715	0.2035	0.0935	0.149	1	0	0	9	9.611186	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,354	0.635	0.495	0.15	1.081	0.4825	0.242	0.31	0	0	1	11	10.282074	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,359	0.645	0.525	0.2	1.449	0.601	0.2565	0.505	1	0	0	13	12.709675	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,360	0.545	0.44	0.175	0.7745	0.2985	0.1875	0.265	1	0	0	11	11.71497	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,362	0.66	0.525	0.205	1.3665	0.5005	0.291	0.41	1	0	0	18	13.038051	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,368	0.72	0.595	0.225	1.969	0.8045	0.423	0.66	1	0	0	16	12.476535	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,371	0.18	0.125	0.05	0.023	0.0085	0.0055	0.01	0	0	1	3	5.541658	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,385	0.45	0.345	0.115	0.496	0.1905	0.117	0.14	1	0	0	12	9.678274	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,395	0.61	0.475	0.17	1.0385	0.4435	0.241	0.32	0	1	0	14	11.634332	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,397	0.635	0.505	0.19	1.3315	0.5805	0.252	0.435	0	1	0	17	12.46278	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,403	0.29	0.225	0.08	0.1295	0.0535	0.026	0.045	0	0	1	10	7.382932	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,407	0.625	0.43	0.175	1.411	0.572	0.297	0.395	0	1	0	12	11.370853	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,408	0.62	0.485	0.17	1.208	0.4805	0.3045	0.33	0	1	0	15	11.202601	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,414	0.42	0.305	0.11	0.28	0.094	0.0785	0.0955	0	1	0	9	7.592138	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,417	0.31	0.235	0.06	0.12	0.0415	0.033	0.04	0	0	1	11	7.284116	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,418	0.465	0.35	0.13	0.494	0.1945	0.103	0.155	1	0	0	18	9.778254	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,419	0.465	0.36	0.12	0.4765	0.192	0.1125	0.16	1	0	0	10	10.16774	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,421	0.52	0.415	0.16	0.595	0.2105	0.142	0.26	0	1	0	15	12.904775	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,422	0.475	0.365	0.13	0.4805	0.1905	0.114	0.1475	1	0	0	12	9.713477	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,424	0.26	0.2	0.065	0.096	0.044	0.027	0.03	0	0	1	6	6.333303	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,427	0.26	0.19	0.075	0.0945	0.0445	0.02	0.03	0	0	1	6	6.333303	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,430	0.52	0.38	0.14	0.525	0.1775	0.115	0.185	0	1	0	11	10.198011	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,431	0.635	0.5	0.18	1.312	0.529	0.2485	0.485	1	0	0	18	13.417666	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,434	0.635	0.5	0.18	1.319	0.5485	0.292	0.49	0	1	0	16	13.417666	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,435	0.465	0.38	0.135	0.579	0.208	0.1095	0.22	1	0	0	14	11.977303	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,444	0.5	0.355	0.14	0.528	0.2125	0.149	0.14	0	0	1	9	10.290587	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,445	0.5	0.38	0.135	0.5835	0.2295	0.1265	0.18	0	0	1	12	10.346005	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,446	0.55	0.435	0.17	0.884	0.2875	0.1645	0.28	1	0	0	14	11.907792	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,458	0.2	0.145	0.05	0.036	0.0125	0.008	0.011	0	1	0	4	4.52399	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,463	0.515	0.405	0.14	0.8505	0.312	0.146	0.315	0	0	1	17	14.127375	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,468	0.37	0.275	0.08	0.227	0.093	0.0625	0.07	1	0	0	8	8.496687	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,472	0.645	0.515	0.175	1.6115	0.6745	0.384	0.385	0	0	1	14	10.975197	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,473	0.615	0.47	0.175	1.2985	0.5135	0.343	0.32	1	0	0	14	10.577141	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,477	0.57	0.42	0.155	1.008	0.377	0.193	0.34	0	0	1	13	13.214129	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,480	0.52	0.425	0.145	0.7	0.207	0.1905	0.24	1	0	0	13	13.112381	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,482	0.52	0.4	0.165	0.8565	0.2745	0.201	0.21	0	0	1	12	11.344044	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,484	0.46	0.36	0.135	0.6105	0.1955	0.107	0.235	0	0	1	14	12.249605	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,493	0.42	0.31	0.1	0.2865	0.115	0.0735	0.085	0	1	0	8	7.332292	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,497	0.505	0.4	0.155	0.8415	0.2715	0.1775	0.285	0	0	1	12	12.86445	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,500	0.48	0.39	0.125	0.6905	0.219	0.155	0.2	1	0	0	12	12.101782	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,502	0.285	0.21	0.07	0.109	0.044	0.0265	0.033	0	1	0	5	5.88208	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,512	0.465	0.375	0.11	0.5	0.21	0.113	0.1505	0	0	1	8	9.60345	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,513	0.465	0.35	0.135	0.6265	0.259	0.1445	0.175	1	0	0	8	10.118382	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,514	0.47	0.37	0.11	0.5555	0.25	0.115	0.163	0	1	0	8	8.675472	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,520	0.525	0.425	0.19	0.872	0.4625	0.1725	0.199	0	0	1	9	10.086042	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,531	0.605	0.475	0.175	1.201	0.5395	0.275	0.309	0	0	1	10	10.298499	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,549	0.28	0.21	0.055	0.106	0.0415	0.0265	0.031	0	1	0	5	5.857041	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,553	0.315	0.235	0.07	0.149	0.058	0.0325	0.047	0	1	0	7	6.387958	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,556	0.38	0.285	0.085	0.237	0.115	0.0405	0.07	0	1	0	6	7.128696	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,557	0.39	0.295	0.1	0.279	0.1155	0.059	0.08	0	1	0	7	7.332292	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,560	0.44	0.335	0.11	0.3885	0.175	0.0835	0.111	0	1	0	7	7.552601	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,562	0.44	0.325	0.1	0.4165	0.185	0.0865	0.11	0	1	0	6	7.37319	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,570	0.465	0.355	0.11	0.474	0.23	0.1005	0.12	0	1	0	7	7.98541	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,579	0.525	0.415	0.135	0.7945	0.394	0.189	0.202	0	0	1	7	9.446569	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,582	0.53	0.41	0.14	0.681	0.3095	0.1415	0.1835	0	0	1	6	9.294487	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,592	0.59	0.465	0.14	1.046	0.4695	0.263	0.263	0	0	1	7	9.824164	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
2,596	0.6	0.46	0.145	0.9325	0.3985	0.2245	0.248	1	0	0	8	10.311097	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100

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