Datasets:

DaniFrame
/

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
2,678	0.615	0.45	0.15	1.198	0.707	0.2095	0.2505	0	0	1	7	9.281544	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,683	0.625	0.495	0.185	1.3835	0.7105	0.3005	0.345	0	0	1	11	10.342584	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,687	0.63	0.51	0.175	1.3415	0.6575	0.262	0.375	0	0	1	10	10.744316	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,717	0.345	0.255	0.095	0.183	0.075	0.0385	0.06	0	1	0	6	6.995389	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,719	0.36	0.26	0.08	0.1795	0.074	0.0315	0.06	0	1	0	5	6.774704	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,721	0.375	0.29	0.14	0.3	0.14	0.0625	0.0825	0	1	0	8	8.333093	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,728	0.405	0.31	0.11	0.91	0.416	0.2075	0.0995	0	1	0	8	7.257614	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,731	0.41	0.315	0.1	0.3	0.124	0.0575	0.1	0	1	0	8	7.403569	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,739	0.45	0.335	0.095	0.3505	0.1615	0.0625	0.1185	0	1	0	7	7.769692	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,741	0.46	0.35	0.1	0.471	0.252	0.077	0.123	0	1	0	8	7.385373	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,746	0.485	0.365	0.14	0.4475	0.1895	0.0925	0.2305	0	1	0	8	11.709416	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,754	0.525	0.385	0.13	0.607	0.2355	0.125	0.195	0	1	0	8	10.492459	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,758	0.535	0.43	0.155	0.7845	0.3285	0.169	0.245	0	0	1	10	10.486694	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,761	0.55	0.425	0.145	0.89	0.4325	0.171	0.236	0	1	0	10	9.151112	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,763	0.55	0.425	0.135	0.656	0.257	0.17	0.203	0	1	0	10	10.366887	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,766	0.555	0.445	0.175	1.1465	0.551	0.244	0.2785	1	0	0	8	9.683608	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,768	0.56	0.435	0.135	0.72	0.329	0.103	0.251	0	1	0	11	9.941545	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,775	0.585	0.46	0.145	0.8465	0.339	0.167	0.295	0	1	0	10	12.579914	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,778	0.585	0.455	0.13	0.8755	0.411	0.2065	0.225	1	0	0	8	8.669528	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,780	0.59	0.475	0.14	0.977	0.4625	0.2025	0.275	0	0	1	10	9.811456	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,782	0.6	0.48	0.09	1.05	0.457	0.2685	0.28	0	0	1	8	9.929729	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,793	0.63	0.505	0.175	1.221	0.555	0.252	0.34	0	0	1	12	10.53168	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,794	0.63	0.475	0.155	1.0005	0.452	0.252	0.265	1	0	0	10	9.771248	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,795	0.63	0.47	0.15	1.1355	0.539	0.2325	0.3115	0	0	1	12	10.077427	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,796	0.63	0.525	0.195	1.3135	0.4935	0.2565	0.465	0	0	1	10	14.042949	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,797	0.64	0.505	0.155	1.1955	0.5565	0.211	0.346	0	0	1	11	10.670634	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,806	0.675	0.525	0.17	1.711	0.8365	0.352	0.475	1	0	0	9	11.36504	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,808	0.705	0.54	0.205	1.757	0.8265	0.417	0.461	1	0	0	9	11.09688	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,813	0.255	0.195	0.055	0.0725	0.0285	0.017	0.021	0	1	0	4	5.216461	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,819	0.375	0.265	0.095	0.196	0.085	0.042	0.0585	0	1	0	5	6.88721	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,826	0.5	0.365	0.13	0.5945	0.309	0.1085	0.1535	0	0	1	9	8.146532	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,829	0.52	0.395	0.145	0.77	0.424	0.142	0.1895	0	1	0	7	8.442873	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,835	0.57	0.42	0.14	0.8745	0.416	0.165	0.25	0	0	1	8	9.536976	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,838	0.59	0.47	0.155	1.1735	0.6245	0.233	0.2595	0	0	1	9	9.253895	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,841	0.595	0.435	0.16	1.057	0.4255	0.224	0.31	0	0	1	9	10.942487	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,851	0.635	0.51	0.185	1.286	0.526	0.295	0.4105	1	0	0	12	12.902253	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,855	0.655	0.515	0.155	1.309	0.524	0.346	0.385	1	0	0	11	11.573947	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,858	0.695	0.54	0.195	1.691	0.768	0.363	0.4755	0	0	1	11	11.101383	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,860	0.72	0.55	0.18	1.52	0.637	0.325	0.435	1	0	0	10	11.743059	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,862	0.735	0.57	0.21	2.2355	1.1705	0.463	0.5315	0	0	1	10	10.809631	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,869	0.37	0.28	0.085	0.198	0.0805	0.0455	0.058	0	1	0	5	6.960385	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,872	0.4	0.315	0.09	0.3245	0.151	0.073	0.088	0	1	0	8	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,873	0.41	0.305	0.095	0.2625	0.1	0.0515	0.09	0	1	0	6	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,875	0.435	0.335	0.095	0.298	0.109	0.058	0.115	0	1	0	7	7.769692	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,877	0.46	0.36	0.14	0.447	0.161	0.087	0.16	0	1	0	9	10.94881	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,879	0.47	0.385	0.13	0.587	0.264	0.117	0.174	0	1	0	8	8.797625	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,882	0.5	0.39	0.13	0.5075	0.2115	0.104	0.1755	0	1	0	9	9.414921	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,895	0.54	0.415	0.11	0.619	0.2755	0.15	0.1765	0	1	0	10	8.871179	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,898	0.55	0.435	0.165	0.804	0.34	0.194	0.244	0	1	0	8	10.412094	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,920	0.6	0.45	0.195	1.34	0.617	0.3255	0.3605	0	0	1	10	10.898108	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,923	0.605	0.495	0.17	1.0915	0.4365	0.2715	0.335	1	0	0	13	12.136315	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,924	0.605	0.49	0.18	1.167	0.457	0.29	0.3745	0	0	1	9	11.409071	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,935	0.62	0.475	0.195	1.3585	0.5935	0.3365	0.3745	0	0	1	10	10.989544	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,937	0.625	0.515	0.165	1.217	0.667	0.2065	0.3115	0	0	1	10	10.167139	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,945	0.635	0.485	0.19	1.3765	0.634	0.2885	0.406	1	0	0	11	11.340978	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,948	0.635	0.5	0.19	1.29	0.593	0.3045	0.352	1	0	0	8	10.785957	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,954	0.645	0.495	0.19	1.539	0.6115	0.408	0.445	0	0	1	12	11.982226	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,955	0.65	0.52	0.195	1.676	0.693	0.44	0.47	0	0	1	15	12.265387	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,956	0.65	0.565	0.2	1.6645	0.753	0.367	0.43	1	0	0	12	11.363305	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,958	0.655	0.515	0.2	1.494	0.7255	0.309	0.405	1	0	0	12	11.020237	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,963	0.67	0.525	0.19	1.527	0.5755	0.353	0.44	1	0	0	12	13.17788	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,964	0.67	0.525	0.17	1.4005	0.715	0.3025	0.387	0	0	1	9	10.550541	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,968	0.68	0.505	0.17	1.3435	0.657	0.297	0.355	1	0	0	12	10.259279	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,971	0.715	0.55	0.175	1.825	0.938	0.3805	0.44	0	0	1	11	10.764912	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,973	0.735	0.59	0.205	2.087	0.909	0.474	0.625	0	0	1	12	12.525959	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,984	0.535	0.4	0.15	1.224	0.618	0.275	0.2875	1	0	0	10	9.450327	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,985	0.535	0.4	0.135	0.775	0.368	0.208	0.2055	0	1	0	8	9.399012	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,989	0.56	0.425	0.135	0.9415	0.509	0.2015	0.1975	0	0	1	9	8.681165	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,992	0.595	0.43	0.165	0.9845	0.4525	0.207	0.2725	0	1	0	8	9.966201	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,996	0.62	0.5	0.17	1.148	0.5475	0.22	0.3315	1	0	0	10	10.493311	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,997	0.625	0.49	0.11	1.136	0.5265	0.1915	0.2925	1	0	0	9	10.082588	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
2,998	0.635	0.51	0.17	1.2235	0.532	0.271	0.354	1	0	0	9	10.566253	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,003	0.655	0.505	0.175	1.2905	0.6205	0.2965	0.326	1	0	0	10	10.281574	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,008	0.75	0.615	0.205	2.2635	0.821	0.423	0.726	1	0	0	12	15.575983	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,009	0.255	0.185	0.065	0.074	0.0305	0.0165	0.02	0	1	0	4	5.216461	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,020	0.45	0.34	0.125	0.4045	0.171	0.07	0.1345	0	1	0	8	8.176024	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,029	0.52	0.41	0.14	0.6625	0.2775	0.1555	0.196	0	1	0	11	10.356429	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,038	0.565	0.44	0.135	0.768	0.3305	0.1385	0.2475	0	1	0	9	10.256332	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,039	0.57	0.45	0.145	0.95	0.4005	0.2235	0.2845	0	0	1	10	10.988539	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,040	0.57	0.47	0.14	0.871	0.385	0.211	0.2315	1	0	0	10	9.482596	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,047	0.59	0.435	0.165	0.9765	0.4525	0.2395	0.235	0	0	1	9	8.933152	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,053	0.6	0.45	0.14	0.869	0.3425	0.195	0.291	1	0	0	11	11.152838	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,054	0.6	0.45	0.15	0.8665	0.3695	0.1955	0.255	0	0	1	12	10.330949	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,055	0.61	0.495	0.16	1.089	0.469	0.198	0.384	1	0	0	11	12.239022	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,058	0.62	0.475	0.16	0.907	0.371	0.167	0.3075	0	1	0	11	12.359265	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,063	0.635	0.49	0.155	1.145	0.4775	0.3035	0.3155	1	0	0	9	10.555131	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,069	0.655	0.54	0.165	1.403	0.6955	0.2385	0.42	0	0	1	11	10.941144	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,070	0.655	0.49	0.16	1.204	0.5455	0.2615	0.3225	1	0	0	9	10.493311	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,077	0.685	0.51	0.165	1.545	0.686	0.3775	0.4055	0	0	1	10	10.92515	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,078	0.695	0.535	0.2	1.5855	0.667	0.334	0.471	1	0	0	11	12.41281	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,081	0.73	0.55	0.205	1.908	0.5415	0.3565	0.5965	1	0	0	14	17.784813	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,088	0.425	0.32	0.085	0.262	0.1235	0.067	0.0725	0	1	0	8	7.091233	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,097	0.545	0.435	0.145	0.9385	0.3685	0.1245	0.345	0	0	1	11	14.168503	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,098	0.55	0.43	0.15	0.655	0.2635	0.122	0.221	1	0	0	8	10.911067	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,102	0.6	0.465	0.18	1.193	0.5145	0.315	0.3055	0	0	1	8	10.251775	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,105	0.29	0.215	0.06	0.1115	0.053	0.0185	0.032	0	1	0	5	5.761213	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,107	0.37	0.275	0.1	0.2815	0.1505	0.0505	0.068	0	1	0	5	6.998296	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,108	0.375	0.285	0.08	0.226	0.0975	0.04	0.0725	0	1	0	7	7.091233	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,111	0.41	0.325	0.105	0.361	0.1605	0.0665	0.103	0	1	0	8	7.519978	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,113	0.425	0.325	0.105	0.3975	0.1815	0.081	0.1175	0	1	0	7	7.887302	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100

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