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
2,246	0.38	0.325	0.11	0.3105	0.12	0.074	0.105	1	0	0	10	8.939932	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,251	0.6	0.485	0.175	1.2675	0.4995	0.2815	0.38	0	0	1	13	11.744625	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,254	0.65	0.495	0.18	1.793	0.8005	0.339	0.53	0	0	1	14	12.495586	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,260	0.55	0.46	0.175	0.869	0.3155	0.1825	0.32	0	0	1	10	14.085623	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,264	0.59	0.45	0.16	0.893	0.2745	0.2185	0.345	0	1	0	14	14.374415	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,273	0.67	0.52	0.15	1.406	0.519	0.348	0.37	1	0	0	13	10.879995	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,275	0.655	0.525	0.185	1.259	0.487	0.2215	0.445	0	0	1	20	15.11307	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,278	0.51	0.405	0.13	0.7175	0.3725	0.158	0.17	0	0	1	9	8.798208	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,280	0.44	0.375	0.13	0.487	0.226	0.0965	0.155	0	0	1	9	9.554728	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,290	0.325	0.27	0.1	0.185	0.08	0.0435	0.065	0	1	0	6	7.154187	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,292	0.38	0.3	0.09	0.3215	0.1545	0.075	0.095	1	0	0	9	8.795126	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,294	0.525	0.425	0.12	0.702	0.3335	0.1465	0.22	0	0	1	12	9.430224	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,308	0.455	0.355	0.13	0.515	0.2	0.1275	0.175	0	0	1	11	10.555865	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,311	0.35	0.265	0.11	0.2965	0.1365	0.063	0.085	0	0	1	7	8.593618	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,313	0.595	0.47	0.145	0.991	0.4035	0.1505	0.34	0	0	1	16	13.661675	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,317	0.515	0.42	0.14	0.769	0.2505	0.154	0.29	0	0	1	13	13.474051	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,325	0.415	0.305	0.105	0.3605	0.12	0.082	0.1	1	0	0	10	8.911535	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,336	0.565	0.48	0.175	0.957	0.3885	0.215	0.275	1	0	0	18	11.413011	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,337	0.56	0.455	0.165	0.86	0.4015	0.1695	0.245	0	0	1	11	9.475597	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,339	0.64	0.52	0.2	1.407	0.566	0.304	0.455	0	0	1	17	13.804945	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,341	0.31	0.24	0.09	0.1455	0.0605	0.0315	0.045	0	1	0	7	6.521061	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,342	0.255	0.185	0.07	0.075	0.028	0.018	0.025	0	1	0	6	5.216461	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,349	0.45	0.36	0.105	0.4715	0.2035	0.0935	0.149	1	0	0	9	9.661106	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,354	0.635	0.495	0.15	1.081	0.4825	0.242	0.31	0	0	1	11	10.092966	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,359	0.645	0.525	0.2	1.449	0.601	0.2565	0.505	1	0	0	13	13.017176	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,360	0.545	0.44	0.175	0.7745	0.2985	0.1875	0.265	1	0	0	11	12.000676	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,362	0.66	0.525	0.205	1.3665	0.5005	0.291	0.41	1	0	0	18	13.118214	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,368	0.72	0.595	0.225	1.969	0.8045	0.423	0.66	1	0	0	16	13.229147	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,371	0.18	0.125	0.05	0.023	0.0085	0.0055	0.01	0	0	1	3	5.16736	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,385	0.45	0.345	0.115	0.496	0.1905	0.117	0.14	1	0	0	12	9.52155	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,395	0.61	0.475	0.17	1.0385	0.4435	0.241	0.32	0	1	0	14	11.759823	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,397	0.635	0.505	0.19	1.3315	0.5805	0.252	0.435	0	1	0	17	12.539612	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,403	0.29	0.225	0.08	0.1295	0.0535	0.026	0.045	0	0	1	10	7.359786	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,407	0.625	0.43	0.175	1.411	0.572	0.297	0.395	0	1	0	12	11.273842	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,408	0.62	0.485	0.17	1.208	0.4805	0.3045	0.33	0	1	0	15	12.088387	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,414	0.42	0.305	0.11	0.28	0.094	0.0785	0.0955	0	1	0	9	7.610227	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,417	0.31	0.235	0.06	0.12	0.0415	0.033	0.04	0	0	1	11	7.290284	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,418	0.465	0.35	0.13	0.494	0.1945	0.103	0.155	1	0	0	18	9.692091	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,419	0.465	0.36	0.12	0.4765	0.192	0.1125	0.16	1	0	0	10	10.241353	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,421	0.52	0.415	0.16	0.595	0.2105	0.142	0.26	0	1	0	15	13.407613	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,422	0.475	0.365	0.13	0.4805	0.1905	0.114	0.1475	1	0	0	12	9.685984	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,424	0.26	0.2	0.065	0.096	0.044	0.027	0.03	0	0	1	6	6.157985	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,427	0.26	0.19	0.075	0.0945	0.0445	0.02	0.03	0	0	1	6	6.157985	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,430	0.52	0.38	0.14	0.525	0.1775	0.115	0.185	0	1	0	11	10.024409	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,431	0.635	0.5	0.18	1.312	0.529	0.2485	0.485	1	0	0	18	13.242438	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,434	0.635	0.5	0.18	1.319	0.5485	0.292	0.49	0	1	0	16	13.367905	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,435	0.465	0.38	0.135	0.579	0.208	0.1095	0.22	1	0	0	14	12.363788	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,444	0.5	0.355	0.14	0.528	0.2125	0.149	0.14	0	0	1	9	10.054786	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,445	0.5	0.38	0.135	0.5835	0.2295	0.1265	0.18	0	0	1	12	10.447046	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,446	0.55	0.435	0.17	0.884	0.2875	0.1645	0.28	1	0	0	14	12.271447	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,458	0.2	0.145	0.05	0.036	0.0125	0.008	0.011	0	1	0	4	4.297115	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,463	0.515	0.405	0.14	0.8505	0.312	0.146	0.315	0	0	1	17	14.399506	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,468	0.37	0.275	0.08	0.227	0.093	0.0625	0.07	1	0	0	8	8.097232	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,472	0.645	0.515	0.175	1.6115	0.6745	0.384	0.385	0	0	1	14	10.775673	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,473	0.615	0.47	0.175	1.2985	0.5135	0.343	0.32	1	0	0	14	10.649062	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,477	0.57	0.42	0.155	1.008	0.377	0.193	0.34	0	0	1	13	15.297049	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,480	0.52	0.425	0.145	0.7	0.207	0.1905	0.24	1	0	0	13	13.057574	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,482	0.52	0.4	0.165	0.8565	0.2745	0.201	0.21	0	0	1	12	12.004293	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,484	0.46	0.36	0.135	0.6105	0.1955	0.107	0.235	0	0	1	14	12.834339	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,493	0.42	0.31	0.1	0.2865	0.115	0.0735	0.085	0	1	0	8	7.317322	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,497	0.505	0.4	0.155	0.8415	0.2715	0.1775	0.285	0	0	1	12	13.285358	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,500	0.48	0.39	0.125	0.6905	0.219	0.155	0.2	1	0	0	12	12.048878	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,502	0.285	0.21	0.07	0.109	0.044	0.0265	0.033	0	1	0	5	5.761213	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,512	0.465	0.375	0.11	0.5	0.21	0.113	0.1505	0	0	1	8	9.571438	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,513	0.465	0.35	0.135	0.6265	0.259	0.1445	0.175	1	0	0	8	9.917506	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,514	0.47	0.37	0.11	0.5555	0.25	0.115	0.163	0	1	0	8	8.449083	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,520	0.525	0.425	0.19	0.872	0.4625	0.1725	0.199	0	0	1	9	10.141066	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,531	0.605	0.475	0.175	1.201	0.5395	0.275	0.309	0	0	1	10	10.10037	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,549	0.28	0.21	0.055	0.106	0.0415	0.0265	0.031	0	1	0	5	5.761213	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,553	0.315	0.235	0.07	0.149	0.058	0.0325	0.047	0	1	0	7	6.247876	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,556	0.38	0.285	0.085	0.237	0.115	0.0405	0.07	0	1	0	6	7.091233	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,557	0.39	0.295	0.1	0.279	0.1155	0.059	0.08	0	1	0	7	7.317322	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,560	0.44	0.335	0.11	0.3885	0.175	0.0835	0.111	0	1	0	7	7.459215	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,562	0.44	0.325	0.1	0.4165	0.185	0.0865	0.11	0	1	0	6	7.295446	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,570	0.465	0.355	0.11	0.474	0.23	0.1005	0.12	0	1	0	7	7.802367	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,579	0.525	0.415	0.135	0.7945	0.394	0.189	0.202	0	0	1	7	9.450334	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,582	0.53	0.41	0.14	0.681	0.3095	0.1415	0.1835	0	0	1	6	9.344269	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,592	0.59	0.465	0.14	1.046	0.4695	0.263	0.263	0	0	1	7	9.771248	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,596	0.6	0.46	0.145	0.9325	0.3985	0.2245	0.248	1	0	0	8	10.007916	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,599	0.61	0.48	0.15	1.1495	0.564	0.274	0.264	0	0	1	8	9.692105	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,603	0.62	0.51	0.175	1.2705	0.5415	0.323	0.3225	1	0	0	9	10.496819	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,608	0.625	0.49	0.175	1.1075	0.4485	0.2165	0.3595	1	0	0	8	11.128931	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,609	0.63	0.495	0.2	1.4255	0.659	0.336	0.38	1	0	0	11	11.001126	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,612	0.635	0.495	0.18	1.596	0.617	0.317	0.37	1	0	0	11	10.779895	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,613	0.635	0.495	0.195	1.297	0.556	0.2985	0.37	1	0	0	11	11.633588	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,617	0.67	0.52	0.19	1.6385	0.8115	0.369	0.391	0	0	1	9	10.484974	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,629	0.33	0.24	0.075	0.163	0.0745	0.033	0.048	0	1	0	6	6.362456	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,638	0.46	0.345	0.11	0.3755	0.1525	0.058	0.125	0	1	0	7	8.804894	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,640	0.465	0.355	0.105	0.442	0.2085	0.0975	0.1185	0	1	0	7	7.963429	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,645	0.49	0.38	0.11	0.554	0.2935	0.1005	0.15	0	0	1	8	8.517366	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,646	0.495	0.38	0.12	0.512	0.233	0.1205	0.136	0	1	0	7	7.625879	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,648	0.5	0.38	0.12	0.5765	0.273	0.135	0.145	0	0	1	9	8.81643	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,655	0.545	0.42	0.145	0.778	0.3745	0.1545	0.205	0	0	1	7	9.623592	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,657	0.545	0.4	0.14	0.778	0.368	0.215	0.18	1	0	0	9	9.314856	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,658	0.55	0.42	0.13	0.636	0.294	0.144	0.1755	0	1	0	8	8.536022	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,664	0.57	0.43	0.16	0.811	0.3875	0.159	0.2285	1	0	0	9	9.711225	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,667	0.585	0.45	0.15	0.938	0.467	0.203	0.225	1	0	0	7	8.911346	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,670	0.59	0.46	0.14	1.004	0.496	0.2165	0.26	0	0	1	9	9.838588	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,671	0.59	0.46	0.16	1.0115	0.445	0.2615	0.2565	1	0	0	8	9.685864	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,673	0.595	0.47	0.165	1.108	0.4915	0.2325	0.3345	0	0	1	9	10.695722	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100

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