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
1,395	0.64	0.525	0.18	1.3135	0.4865	0.2995	0.4075	0	0	1	10	13.608214	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,397	0.645	0.5	0.195	1.401	0.6165	0.3515	0.3725	0	0	1	10	10.79042	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,398	0.645	0.525	0.16	1.5075	0.7455	0.245	0.4325	0	0	1	11	11.199112	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,415	0.695	0.565	0.19	1.7635	0.7465	0.399	0.4975	1	0	0	11	12.133333	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,417	0.705	0.565	0.515	2.21	1.1075	0.4865	0.512	0	0	1	10	11.55485	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,418	0.705	0.555	0.215	2.141	1.0465	0.383	0.528	0	0	1	11	11.179685	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,435	0.385	0.3	0.09	0.247	0.1225	0.044	0.0675	0	1	0	5	7.072935	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,436	0.395	0.295	0.09	0.3025	0.143	0.0665	0.0765	0	1	0	5	7.067525	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,437	0.4	0.29	0.11	0.329	0.188	0.0455	0.0825	0	1	0	6	7.222658	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,441	0.405	0.3	0.105	0.304	0.1455	0.061	0.0805	0	1	0	6	7.338666	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,442	0.41	0.32	0.095	0.2905	0.141	0.063	0.073	0	1	0	5	7.161089	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,455	0.475	0.37	0.125	0.649	0.347	0.136	0.142	0	0	1	8	8.11867	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,463	0.505	0.385	0.105	0.5525	0.239	0.1245	0.1555	0	0	1	9	8.830845	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,470	0.53	0.43	0.13	0.7045	0.346	0.1415	0.189	0	1	0	9	8.01339	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,496	0.62	0.48	0.165	1.0725	0.4815	0.235	0.312	0	0	1	9	10.300807	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,499	0.63	0.47	0.145	1.1005	0.52	0.26	0.276	0	0	1	9	9.713331	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,500	0.63	0.5	0.175	1.1105	0.467	0.268	0.329	1	0	0	10	11.037758	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,502	0.63	0.48	0.15	1.271	0.6605	0.2425	0.31	0	0	1	11	9.839189	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,507	0.645	0.515	0.175	1.546	0.7035	0.365	0.415	1	0	0	10	11.104507	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,511	0.65	0.515	0.175	1.466	0.677	0.3045	0.4	0	0	1	10	11.0863	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,512	0.65	0.5	0.16	1.3825	0.702	0.304	0.3195	1	0	0	9	9.999805	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,516	0.66	0.505	0.165	1.374	0.589	0.351	0.345	0	0	1	10	10.342126	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,526	0.705	0.56	0.165	1.675	0.797	0.4095	0.388	0	0	1	10	10.528583	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,534	0.3	0.23	0.085	0.117	0.05	0.0175	0.0415	0	1	0	6	6.271653	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,538	0.355	0.27	0.075	0.1775	0.079	0.0315	0.054	0	1	0	6	6.575136	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,539	0.355	0.26	0.09	0.1985	0.0715	0.0495	0.058	0	1	0	7	7.021241	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,543	0.365	0.27	0.085	0.2225	0.0935	0.0525	0.066	0	1	0	7	6.814531	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,545	0.375	0.28	0.08	0.2165	0.0935	0.0925	0.07	0	1	0	7	7.114397	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,549	0.385	0.28	0.095	0.257	0.119	0.059	0.07	0	1	0	7	7.100851	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,553	0.39	0.29	0.1	0.2225	0.095	0.0465	0.073	0	1	0	7	7.340036	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,560	0.435	0.325	0.11	0.367	0.1595	0.08	0.105	0	1	0	6	7.69646	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,561	0.45	0.34	0.095	0.3245	0.1385	0.064	0.105	0	1	0	8	7.263581	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,563	0.455	0.36	0.115	0.457	0.2085	0.0855	0.147	0	1	0	10	8.399484	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,567	0.465	0.345	0.11	0.393	0.1825	0.0735	0.12	0	1	0	8	8.050618	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,575	0.485	0.375	0.13	0.6025	0.2935	0.1285	0.16	0	1	0	7	8.143595	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,580	0.5	0.4	0.12	0.616	0.261	0.143	0.1935	0	1	0	8	9.619306	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,582	0.5	0.375	0.14	0.559	0.2375	0.135	0.169	0	1	0	9	9.677235	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,592	0.525	0.39	0.12	0.664	0.3115	0.147	0.178	0	1	0	9	8.306554	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,594	0.525	0.4	0.14	0.654	0.305	0.16	0.169	0	1	0	7	8.686829	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,604	0.54	0.455	0.14	0.972	0.419	0.255	0.269	0	0	1	10	9.794252	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,617	0.555	0.435	0.14	0.765	0.3945	0.15	0.206	0	1	0	8	9.203012	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,625	0.565	0.43	0.15	0.831	0.4245	0.1735	0.219	0	0	1	10	8.801503	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,631	0.57	0.445	0.145	0.7405	0.306	0.172	0.1825	0	1	0	12	8.66256	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,635	0.575	0.45	0.125	0.78	0.3275	0.188	0.235	0	1	0	9	9.607686	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,636	0.575	0.47	0.185	0.985	0.3745	0.2175	0.355	0	0	1	10	14.136071	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,638	0.575	0.445	0.17	0.8015	0.3475	0.1465	0.25	0	1	0	9	10.926822	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,642	0.575	0.44	0.16	0.9615	0.483	0.166	0.275	0	0	1	13	10.18732	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,652	0.595	0.45	0.14	0.838	0.3965	0.194	0.217	0	0	1	10	9.107741	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,653	0.595	0.45	0.145	0.959	0.463	0.2065	0.2535	0	0	1	10	9.340268	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,655	0.6	0.46	0.155	0.9735	0.427	0.2045	0.3	1	0	0	8	11.252753	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,658	0.6	0.48	0.17	0.9175	0.38	0.2225	0.29	0	1	0	8	10.986406	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,660	0.6	0.47	0.165	1.059	0.504	0.241	0.275	0	0	1	9	9.71845	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,667	0.605	0.505	0.18	1.434	0.7285	0.264	0.431	1	0	0	11	11.149457	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,672	0.61	0.475	0.16	1.1155	0.3835	0.223	0.379	1	0	0	10	14.82277	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,680	0.62	0.515	0.175	1.221	0.535	0.241	0.395	0	0	1	13	11.675957	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,684	0.62	0.47	0.14	0.8565	0.3595	0.16	0.295	0	1	0	9	12.579287	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,685	0.62	0.45	0.135	0.924	0.358	0.2265	0.2965	0	1	0	10	12.470005	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,686	0.62	0.48	0.15	1.266	0.6285	0.2575	0.309	0	0	1	12	9.839189	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,691	0.625	0.47	0.155	1.1955	0.643	0.2055	0.3145	0	1	0	12	10.431947	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,700	0.635	0.5	0.17	1.4345	0.611	0.309	0.418	0	0	1	12	11.663597	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,710	0.645	0.51	0.195	1.226	0.5885	0.2215	0.3745	0	0	1	10	11.45638	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,711	0.645	0.51	0.16	1.33	0.6665	0.309	0.317	0	0	1	9	10.125329	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,715	0.645	0.485	0.15	1.2215	0.5695	0.2735	0.33	0	0	1	9	10.322956	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,718	0.65	0.505	0.19	1.274	0.59	0.23	0.391	0	0	1	11	11.386911	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,719	0.65	0.525	0.185	1.488	0.665	0.337	0.378	0	0	1	11	10.770666	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,723	0.655	0.505	0.19	1.3485	0.5935	0.2745	0.425	1	0	0	12	11.503708	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,738	0.67	0.54	0.195	1.619	0.74	0.3305	0.465	1	0	0	11	12.071601	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,739	0.675	0.525	0.16	1.2835	0.572	0.2755	0.3545	0	0	1	13	10.40633	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,740	0.675	0.51	0.195	1.382	0.6045	0.3175	0.3965	1	0	0	10	10.994314	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,749	0.71	0.575	0.215	2.009	0.9895	0.4475	0.502	0	0	1	11	11.176601	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,754	0.72	0.55	0.205	2.125	1.1455	0.4425	0.511	0	0	1	13	10.510956	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,758	0.735	0.59	0.215	1.747	0.7275	0.403	0.557	0	0	1	11	14.202621	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,762	0.77	0.62	0.195	2.5155	1.1155	0.6415	0.642	0	0	1	12	11.983213	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,768	0.435	0.3	0.12	0.5965	0.259	0.139	0.1645	0	1	0	8	8.487933	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,771	0.455	0.325	0.135	0.82	0.4005	0.1715	0.211	0	1	0	8	8.977058	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,774	0.465	0.36	0.115	0.5795	0.295	0.1395	0.12	0	0	1	7	8.504454	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,775	0.485	0.365	0.105	0.5205	0.195	0.123	0.182	0	1	0	8	9.876926	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,780	0.515	0.35	0.155	0.9225	0.4185	0.198	0.273	0	0	1	9	9.450737	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,783	0.525	0.38	0.125	0.65	0.303	0.155	0.159	0	0	1	7	8.653771	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,785	0.535	0.425	0.135	0.771	0.3765	0.1815	0.1795	1	0	0	8	8.715199	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,786	0.535	0.385	0.18	1.0835	0.4955	0.2295	0.304	0	1	0	8	10.234307	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,788	0.545	0.415	0.2	1.358	0.567	0.318	0.403	1	0	0	10	12.207022	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,789	0.545	0.385	0.15	1.1185	0.5425	0.2445	0.2845	1	0	0	9	9.592672	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,793	0.575	0.44	0.185	1.025	0.5075	0.2245	0.2485	0	0	1	10	9.811205	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,802	0.61	0.475	0.15	1.1135	0.5195	0.2575	0.3005	1	0	0	11	10.157974	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,803	0.615	0.455	0.145	1.1155	0.5045	0.238	0.315	1	0	0	10	10.347359	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,811	0.65	0.525	0.19	1.6125	0.777	0.3685	0.3965	0	0	1	11	10.661596	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,814	0.655	0.545	0.19	1.4245	0.6325	0.333	0.378	0	0	1	10	11.462391	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,816	0.675	0.53	0.175	1.4465	0.6775	0.33	0.389	1	0	0	10	10.683517	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,829	0.365	0.27	0.085	0.197	0.0815	0.0325	0.065	0	1	0	6	6.944911	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,835	0.41	0.335	0.105	0.3305	0.1405	0.064	0.105	0	1	0	7	7.512685	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,837	0.415	0.31	0.1	0.2805	0.114	0.0565	0.0975	0	1	0	6	7.478144	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,847	0.47	0.375	0.12	0.487	0.196	0.099	0.135	0	1	0	8	8.13123	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,860	0.515	0.42	0.15	0.6725	0.2555	0.1335	0.235	0	1	0	10	11.490517	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,869	0.525	0.4	0.145	0.6095	0.248	0.159	0.175	0	1	0	9	9.486084	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,879	0.545	0.43	0.14	0.687	0.2615	0.1405	0.25	0	1	0	9	11.095301	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,883	0.555	0.41	0.125	0.599	0.2345	0.1465	0.194	0	0	1	8	10.44895	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,895	0.57	0.455	0.155	0.832	0.3585	0.174	0.277	0	0	1	11	11.202969	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,896	0.57	0.44	0.175	0.9415	0.3805	0.2285	0.283	0	0	1	9	11.232747	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
1,897	0.57	0.415	0.13	0.88	0.4275	0.1955	0.238	0	0	1	13	8.994478	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250

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