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
1,691	0.625	0.47	0.155	1.1955	0.643	0.2055	0.3145	0	1	0	12	10.204651	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,700	0.635	0.5	0.17	1.4345	0.611	0.309	0.418	0	0	1	12	11.567135	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,710	0.645	0.51	0.195	1.226	0.5885	0.2215	0.3745	0	0	1	10	11.532319	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,711	0.645	0.51	0.16	1.33	0.6665	0.309	0.317	0	0	1	9	10.116264	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,715	0.645	0.485	0.15	1.2215	0.5695	0.2735	0.33	0	0	1	9	10.387757	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,718	0.65	0.505	0.19	1.274	0.59	0.23	0.391	0	0	1	11	11.452436	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,719	0.65	0.525	0.185	1.488	0.665	0.337	0.378	0	0	1	11	10.790783	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,723	0.655	0.505	0.19	1.3485	0.5935	0.2745	0.425	1	0	0	12	11.791472	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,738	0.67	0.54	0.195	1.619	0.74	0.3305	0.465	1	0	0	11	12.185125	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,739	0.675	0.525	0.16	1.2835	0.572	0.2755	0.3545	0	0	1	13	10.423267	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,740	0.675	0.51	0.195	1.382	0.6045	0.3175	0.3965	1	0	0	10	10.963327	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,749	0.71	0.575	0.215	2.009	0.9895	0.4475	0.502	0	0	1	11	11.204172	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,754	0.72	0.55	0.205	2.125	1.1455	0.4425	0.511	0	0	1	13	10.523753	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,758	0.735	0.59	0.215	1.747	0.7275	0.403	0.557	0	0	1	11	14.003442	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,762	0.77	0.62	0.195	2.5155	1.1155	0.6415	0.642	0	0	1	12	11.968555	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,768	0.435	0.3	0.12	0.5965	0.259	0.139	0.1645	0	1	0	8	8.68921	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,771	0.455	0.325	0.135	0.82	0.4005	0.1715	0.211	0	1	0	8	8.824319	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,774	0.465	0.36	0.115	0.5795	0.295	0.1395	0.12	0	0	1	7	8.619545	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,775	0.485	0.365	0.105	0.5205	0.195	0.123	0.182	0	1	0	8	9.791602	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,780	0.515	0.35	0.155	0.9225	0.4185	0.198	0.273	0	0	1	9	9.630198	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,783	0.525	0.38	0.125	0.65	0.303	0.155	0.159	0	0	1	7	8.569515	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,785	0.535	0.425	0.135	0.771	0.3765	0.1815	0.1795	1	0	0	8	8.970615	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,786	0.535	0.385	0.18	1.0835	0.4955	0.2295	0.304	0	1	0	8	10.020773	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,788	0.545	0.415	0.2	1.358	0.567	0.318	0.403	1	0	0	10	11.768736	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,789	0.545	0.385	0.15	1.1185	0.5425	0.2445	0.2845	1	0	0	9	9.618976	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,793	0.575	0.44	0.185	1.025	0.5075	0.2245	0.2485	0	0	1	10	9.892249	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,802	0.61	0.475	0.15	1.1135	0.5195	0.2575	0.3005	1	0	0	11	10.104117	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,803	0.615	0.455	0.145	1.1155	0.5045	0.238	0.315	1	0	0	10	10.288383	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,811	0.65	0.525	0.19	1.6125	0.777	0.3685	0.3965	0	0	1	11	10.513223	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,814	0.655	0.545	0.19	1.4245	0.6325	0.333	0.378	0	0	1	10	11.38245	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,816	0.675	0.53	0.175	1.4465	0.6775	0.33	0.389	1	0	0	10	10.676361	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,829	0.365	0.27	0.085	0.197	0.0815	0.0325	0.065	0	1	0	6	6.774704	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,835	0.41	0.335	0.105	0.3305	0.1405	0.064	0.105	0	1	0	7	7.519978	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,837	0.415	0.31	0.1	0.2805	0.114	0.0565	0.0975	0	1	0	6	7.403569	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,847	0.47	0.375	0.12	0.487	0.196	0.099	0.135	0	1	0	8	8.118585	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,860	0.515	0.42	0.15	0.6725	0.2555	0.1335	0.235	0	1	0	10	11.602624	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,869	0.525	0.4	0.145	0.6095	0.248	0.159	0.175	0	1	0	9	9.64218	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,879	0.545	0.43	0.14	0.687	0.2615	0.1405	0.25	0	1	0	9	11.445447	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,883	0.555	0.41	0.125	0.599	0.2345	0.1465	0.194	0	0	1	8	10.61084	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,895	0.57	0.455	0.155	0.832	0.3585	0.174	0.277	0	0	1	11	11.156119	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,896	0.57	0.44	0.175	0.9415	0.3805	0.2285	0.283	0	0	1	9	11.294386	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,897	0.57	0.415	0.13	0.88	0.4275	0.1955	0.238	0	0	1	13	9.046557	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,900	0.575	0.45	0.155	0.9765	0.495	0.2145	0.235	0	0	1	9	9.097072	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,914	0.595	0.455	0.15	0.886	0.4315	0.201	0.223	0	0	1	10	8.785933	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,921	0.605	0.47	0.18	1.1155	0.479	0.2565	0.321	0	0	1	10	11.103774	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,930	0.62	0.49	0.16	1.035	0.44	0.2525	0.285	0	0	1	11	10.272574	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,938	0.625	0.505	0.185	1.1565	0.52	0.2405	0.3535	0	0	1	10	10.824017	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,944	0.635	0.52	0.165	1.3405	0.5065	0.296	0.412	1	0	0	11	12.602489	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,945	0.635	0.505	0.155	1.2895	0.594	0.314	0.345	1	0	0	11	10.336291	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,950	0.64	0.48	0.145	1.1145	0.508	0.24	0.34	1	0	0	10	10.462196	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,964	0.66	0.535	0.205	1.4415	0.5925	0.2775	0.49	1	0	0	10	13.775779	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,969	0.67	0.53	0.205	1.4015	0.643	0.2465	0.416	1	0	0	12	11.134888	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,984	0.75	0.55	0.195	1.8325	0.83	0.366	0.44	1	0	0	11	10.658011	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,986	0.135	0.13	0.04	0.029	0.0125	0.0065	0.008	0	1	0	4	4.161924	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,987	0.16	0.11	0.025	0.0195	0.0075	0.005	0.006	0	1	0	4	4.161924	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,992	0.29	0.21	0.07	0.1115	0.048	0.0205	0.03	0	1	0	5	5.649169	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,993	0.29	0.21	0.06	0.1195	0.056	0.0235	0.03	0	1	0	6	5.649169	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,997	0.335	0.25	0.08	0.1695	0.0695	0.044	0.0495	0	1	0	6	6.709162	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
1,998	0.35	0.235	0.08	0.17	0.0725	0.0465	0.0495	0	1	0	7	6.470771	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,002	0.36	0.27	0.085	0.196	0.0905	0.034	0.053	0	1	0	7	6.555768	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,010	0.435	0.325	0.12	0.346	0.159	0.084	0.095	0	1	0	7	7.677419	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,013	0.47	0.365	0.135	0.522	0.2395	0.1525	0.145	0	0	1	10	9.370631	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,016	0.505	0.39	0.12	0.653	0.3315	0.1385	0.167	0	0	1	9	8.532198	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,019	0.51	0.455	0.135	0.6855	0.2875	0.154	0.2035	0	1	0	9	9.694517	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,026	0.56	0.41	0.16	0.8215	0.342	0.184	0.253	1	0	0	9	11.40016	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,031	0.6	0.45	0.14	0.837	0.37	0.177	0.2425	1	0	0	10	10.143152	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,036	0.255	0.19	0.06	0.086	0.04	0.0185	0.025	0	1	0	5	5.216461	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,038	0.28	0.215	0.08	0.132	0.072	0.022	0.033	0	1	0	5	5.830715	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,039	0.285	0.215	0.07	0.1075	0.051	0.0225	0.027	0	1	0	6	5.649169	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,040	0.32	0.255	0.085	0.1745	0.072	0.033	0.057	0	1	0	8	6.774704	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,047	0.42	0.315	0.115	0.355	0.1895	0.065	0.087	0	1	0	6	7.323493	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,049	0.445	0.32	0.12	0.378	0.152	0.0825	0.12	0	1	0	8	8.275702	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,052	0.46	0.345	0.12	0.4935	0.2435	0.1175	0.132	0	0	1	8	8.677229	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,071	0.565	0.44	0.135	0.83	0.393	0.1735	0.238	1	0	0	9	9.868625	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,072	0.58	0.45	0.12	0.8685	0.418	0.1475	0.2605	0	0	1	8	10.242643	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,083	0.685	0.55	0.2	1.7725	0.813	0.387	0.49	0	0	1	11	11.197171	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,091	0.505	0.39	0.115	0.66	0.3045	0.1555	0.175	1	0	0	8	9.150038	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,102	0.41	0.31	0.11	0.315	0.124	0.082	0.095	0	1	0	9	7.610227	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,112	0.525	0.405	0.13	0.7185	0.3265	0.1975	0.175	0	0	1	8	9.163692	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,115	0.18	0.13	0.045	0.0275	0.0125	0.01	0.009	0	1	0	3	4.297115	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,133	0.44	0.35	0.11	0.4585	0.2	0.0885	0.13	0	0	1	9	9.158376	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,138	0.57	0.465	0.18	0.9995	0.405	0.277	0.295	1	0	0	16	11.733541	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,142	0.46	0.35	0.11	0.3945	0.1685	0.0865	0.125	0	1	0	9	8.057499	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,145	0.415	0.325	0.115	0.3455	0.1405	0.0765	0.11	1	0	0	9	8.939932	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,146	0.465	0.35	0.12	0.5205	0.2015	0.1625	0.185	0	0	1	11	10.719708	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,157	0.62	0.495	0.175	1.806	0.643	0.3285	0.725	0	0	1	17	20.3794	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,158	0.56	0.42	0.195	0.8085	0.3025	0.1795	0.285	0	0	1	14	13.556082	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,164	0.375	0.305	0.09	0.3245	0.1395	0.0565	0.095	0	0	1	5	8.766346	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,178	0.595	0.48	0.2	0.975	0.358	0.2035	0.34	1	0	0	15	14.563905	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,187	0.495	0.385	0.135	0.6335	0.2	0.1225	0.26	0	0	1	14	13.90016	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,198	0.27	0.19	0.08	0.081	0.0265	0.0195	0.03	0	1	0	6	5.71867	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,201	0.645	0.49	0.215	1.406	0.4265	0.2285	0.51	1	0	0	25	16.517117	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,203	0.615	0.48	0.19	1.36	0.5305	0.2375	0.47	0	0	1	18	13.823801	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,212	0.595	0.495	0.235	1.366	0.5065	0.219	0.52	1	0	0	13	15.256618	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,227	0.275	0.2	0.075	0.086	0.0305	0.019	0.03	0	1	0	7	5.649169	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,237	0.585	0.465	0.19	1.171	0.3905	0.2355	0.4	0	0	1	17	16.279459	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,239	0.46	0.36	0.115	0.4755	0.2105	0.105	0.16	1	0	0	8	10.127764	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,241	0.435	0.32	0.12	0.3785	0.152	0.0915	0.125	1	0	0	11	10.058483	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,243	0.465	0.36	0.13	0.5265	0.2105	0.1185	0.165	0	0	1	10	10.166177	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,245	0.46	0.375	0.14	0.5105	0.192	0.1045	0.205	0	0	1	9	11.956857	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100

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