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
1,500	0.63	0.5	0.175	1.1105	0.467	0.268	0.329	1	0	0	10	10.524909	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,502	0.63	0.48	0.15	1.271	0.6605	0.2425	0.31	0	0	1	11	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,507	0.645	0.515	0.175	1.546	0.7035	0.365	0.415	1	0	0	10	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,511	0.65	0.515	0.175	1.466	0.677	0.3045	0.4	0	0	1	10	10.875961	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,512	0.65	0.5	0.16	1.3825	0.702	0.304	0.3195	1	0	0	9	10.420416	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,516	0.66	0.505	0.165	1.374	0.589	0.351	0.345	0	0	1	10	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,526	0.705	0.56	0.165	1.675	0.797	0.4095	0.388	0	0	1	10	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,534	0.3	0.23	0.085	0.117	0.05	0.0175	0.0415	0	1	0	6	7.728072	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,538	0.355	0.27	0.075	0.1775	0.079	0.0315	0.054	0	1	0	6	7.908025	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,539	0.355	0.26	0.09	0.1985	0.0715	0.0495	0.058	0	1	0	7	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,543	0.365	0.27	0.085	0.2225	0.0935	0.0525	0.066	0	1	0	7	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,545	0.375	0.28	0.08	0.2165	0.0935	0.0925	0.07	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,549	0.385	0.28	0.095	0.257	0.119	0.059	0.07	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,553	0.39	0.29	0.1	0.2225	0.095	0.0465	0.073	0	1	0	7	8.273765	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,560	0.435	0.325	0.11	0.367	0.1595	0.08	0.105	0	1	0	6	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,561	0.45	0.34	0.095	0.3245	0.1385	0.064	0.105	0	1	0	8	8.299627	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,563	0.455	0.36	0.115	0.457	0.2085	0.0855	0.147	0	1	0	10	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,567	0.465	0.345	0.11	0.393	0.1825	0.0735	0.12	0	1	0	8	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,575	0.485	0.375	0.13	0.6025	0.2935	0.1285	0.16	0	1	0	7	9.175985	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,580	0.5	0.4	0.12	0.616	0.261	0.143	0.1935	0	1	0	8	10.289891	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,582	0.5	0.375	0.14	0.559	0.2375	0.135	0.169	0	1	0	9	9.710504	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,592	0.525	0.39	0.12	0.664	0.3115	0.147	0.178	0	1	0	9	9.21832	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,594	0.525	0.4	0.14	0.654	0.305	0.16	0.169	0	1	0	7	9.269119	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,604	0.54	0.455	0.14	0.972	0.419	0.255	0.269	0	0	1	10	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,617	0.555	0.435	0.14	0.765	0.3945	0.15	0.206	0	1	0	8	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,625	0.565	0.43	0.15	0.831	0.4245	0.1735	0.219	0	0	1	10	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,631	0.57	0.445	0.145	0.7405	0.306	0.172	0.1825	0	1	0	12	9.269119	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,635	0.575	0.45	0.125	0.78	0.3275	0.188	0.235	0	1	0	9	10.158198	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,636	0.575	0.47	0.185	0.985	0.3745	0.2175	0.355	0	0	1	10	11.711354	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,638	0.575	0.445	0.17	0.8015	0.3475	0.1465	0.25	0	1	0	9	10.721507	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,642	0.575	0.44	0.16	0.9615	0.483	0.166	0.275	0	0	1	13	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,652	0.595	0.45	0.14	0.838	0.3965	0.194	0.217	0	0	1	10	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,653	0.595	0.45	0.145	0.959	0.463	0.2065	0.2535	0	0	1	10	10.11503	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,655	0.6	0.46	0.155	0.9735	0.427	0.2045	0.3	1	0	0	8	10.582765	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,658	0.6	0.48	0.17	0.9175	0.38	0.2225	0.29	0	1	0	8	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,660	0.6	0.47	0.165	1.059	0.504	0.241	0.275	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,667	0.605	0.505	0.18	1.434	0.7285	0.264	0.431	1	0	0	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,672	0.61	0.475	0.16	1.1155	0.3835	0.223	0.379	1	0	0	10	12.561763	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,680	0.62	0.515	0.175	1.221	0.535	0.241	0.395	0	0	1	13	11.246863	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,684	0.62	0.47	0.14	0.8565	0.3595	0.16	0.295	0	1	0	9	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,685	0.62	0.45	0.135	0.924	0.358	0.2265	0.2965	0	1	0	10	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,686	0.62	0.48	0.15	1.266	0.6285	0.2575	0.309	0	0	1	12	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,691	0.625	0.47	0.155	1.1955	0.643	0.2055	0.3145	0	1	0	12	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,700	0.635	0.5	0.17	1.4345	0.611	0.309	0.418	0	0	1	12	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,710	0.645	0.51	0.195	1.226	0.5885	0.2215	0.3745	0	0	1	10	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,711	0.645	0.51	0.16	1.33	0.6665	0.309	0.317	0	0	1	9	10.420416	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,715	0.645	0.485	0.15	1.2215	0.5695	0.2735	0.33	0	0	1	9	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,718	0.65	0.505	0.19	1.274	0.59	0.23	0.391	0	0	1	11	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,719	0.65	0.525	0.185	1.488	0.665	0.337	0.378	0	0	1	11	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,723	0.655	0.505	0.19	1.3485	0.5935	0.2745	0.425	1	0	0	12	11.015298	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,738	0.67	0.54	0.195	1.619	0.74	0.3305	0.465	1	0	0	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,739	0.675	0.525	0.16	1.2835	0.572	0.2755	0.3545	0	0	1	13	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,740	0.675	0.51	0.195	1.382	0.6045	0.3175	0.3965	1	0	0	10	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,749	0.71	0.575	0.215	2.009	0.9895	0.4475	0.502	0	0	1	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,754	0.72	0.55	0.205	2.125	1.1455	0.4425	0.511	0	0	1	13	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,758	0.735	0.59	0.215	1.747	0.7275	0.403	0.557	0	0	1	11	11.868217	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,762	0.77	0.62	0.195	2.5155	1.1155	0.6415	0.642	0	0	1	12	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,768	0.435	0.3	0.12	0.5965	0.259	0.139	0.1645	0	1	0	8	9.397389	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,771	0.455	0.325	0.135	0.82	0.4005	0.1715	0.211	0	1	0	8	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,774	0.465	0.36	0.115	0.5795	0.295	0.1395	0.12	0	0	1	7	9.43278	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,775	0.485	0.365	0.105	0.5205	0.195	0.123	0.182	0	1	0	8	9.717141	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,780	0.515	0.35	0.155	0.9225	0.4185	0.198	0.273	0	0	1	9	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,783	0.525	0.38	0.125	0.65	0.303	0.155	0.159	0	0	1	7	9.380805	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,785	0.535	0.425	0.135	0.771	0.3765	0.1815	0.1795	1	0	0	8	9.491545	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,786	0.535	0.385	0.18	1.0835	0.4955	0.2295	0.304	0	1	0	8	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,788	0.545	0.415	0.2	1.358	0.567	0.318	0.403	1	0	0	10	10.937087	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,789	0.545	0.385	0.15	1.1185	0.5425	0.2445	0.2845	1	0	0	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,793	0.575	0.44	0.185	1.025	0.5075	0.2245	0.2485	0	0	1	10	9.961422	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,802	0.61	0.475	0.15	1.1135	0.5195	0.2575	0.3005	1	0	0	11	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,803	0.615	0.455	0.145	1.1155	0.5045	0.238	0.315	1	0	0	10	10.420416	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,811	0.65	0.525	0.19	1.6125	0.777	0.3685	0.3965	0	0	1	11	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,814	0.655	0.545	0.19	1.4245	0.6325	0.333	0.378	0	0	1	10	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,816	0.675	0.53	0.175	1.4465	0.6775	0.33	0.389	1	0	0	10	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,829	0.365	0.27	0.085	0.197	0.0815	0.0325	0.065	0	1	0	6	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,835	0.41	0.335	0.105	0.3305	0.1405	0.064	0.105	0	1	0	7	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,837	0.415	0.31	0.1	0.2805	0.114	0.0565	0.0975	0	1	0	6	8.350406	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,847	0.47	0.375	0.12	0.487	0.196	0.099	0.135	0	1	0	8	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,860	0.515	0.42	0.15	0.6725	0.2555	0.1335	0.235	0	1	0	10	10.746916	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,869	0.525	0.4	0.145	0.6095	0.248	0.159	0.175	0	1	0	9	9.680513	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,879	0.545	0.43	0.14	0.687	0.2615	0.1405	0.25	0	1	0	9	11.224793	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,883	0.555	0.41	0.125	0.599	0.2345	0.1465	0.194	0	0	1	8	10.472927	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,895	0.57	0.455	0.155	0.832	0.3585	0.174	0.277	0	0	1	11	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,896	0.57	0.44	0.175	0.9415	0.3805	0.2285	0.283	0	0	1	9	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,897	0.57	0.415	0.13	0.88	0.4275	0.1955	0.238	0	0	1	13	9.831455	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,900	0.575	0.45	0.155	0.9765	0.495	0.2145	0.235	0	0	1	9	9.831455	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,914	0.595	0.455	0.15	0.886	0.4315	0.201	0.223	0	0	1	10	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,921	0.605	0.47	0.18	1.1155	0.479	0.2565	0.321	0	0	1	10	10.524909	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,930	0.62	0.49	0.16	1.035	0.44	0.2525	0.285	0	0	1	11	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,938	0.625	0.505	0.185	1.1565	0.52	0.2405	0.3535	0	0	1	10	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,944	0.635	0.52	0.165	1.3405	0.5065	0.296	0.412	1	0	0	11	11.50098	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,945	0.635	0.505	0.155	1.2895	0.594	0.314	0.345	1	0	0	11	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,950	0.64	0.48	0.145	1.1145	0.508	0.24	0.34	1	0	0	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,964	0.66	0.535	0.205	1.4415	0.5925	0.2775	0.49	1	0	0	10	11.427689	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,969	0.67	0.53	0.205	1.4015	0.643	0.2465	0.416	1	0	0	12	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,984	0.75	0.55	0.195	1.8325	0.83	0.366	0.44	1	0	0	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,986	0.135	0.13	0.04	0.029	0.0125	0.0065	0.008	0	1	0	4	6.698105	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,987	0.16	0.11	0.025	0.0195	0.0075	0.005	0.006	0	1	0	4	6.698105	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,992	0.29	0.21	0.07	0.1115	0.048	0.0205	0.03	0	1	0	5	7.273364	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,993	0.29	0.21	0.06	0.1195	0.056	0.0235	0.03	0	1	0	6	7.273364	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,997	0.335	0.25	0.08	0.1695	0.0695	0.044	0.0495	0	1	0	6	7.885082	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100