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
2,873	0.41	0.305	0.095	0.2625	0.1	0.0515	0.09	0	1	0	6	7.242725	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,875	0.435	0.335	0.095	0.298	0.109	0.058	0.115	0	1	0	7	7.812853	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,877	0.46	0.36	0.14	0.447	0.161	0.087	0.16	0	1	0	9	11.148921	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,879	0.47	0.385	0.13	0.587	0.264	0.117	0.174	0	1	0	8	8.808822	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,882	0.5	0.39	0.13	0.5075	0.2115	0.104	0.1755	0	1	0	9	9.499881	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,895	0.54	0.415	0.11	0.619	0.2755	0.15	0.1765	0	1	0	10	8.843913	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,898	0.55	0.435	0.165	0.804	0.34	0.194	0.244	0	1	0	8	10.395629	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,920	0.6	0.45	0.195	1.34	0.617	0.3255	0.3605	0	0	1	10	10.814864	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,923	0.605	0.495	0.17	1.0915	0.4365	0.2715	0.335	1	0	0	13	11.998621	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,924	0.605	0.49	0.18	1.167	0.457	0.29	0.3745	0	0	1	9	11.686779	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,935	0.62	0.475	0.195	1.3585	0.5935	0.3365	0.3745	0	0	1	10	10.902639	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,937	0.625	0.515	0.165	1.217	0.667	0.2065	0.3115	0	0	1	10	10.085135	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,945	0.635	0.485	0.19	1.3765	0.634	0.2885	0.406	1	0	0	11	11.543935	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,948	0.635	0.5	0.19	1.29	0.593	0.3045	0.352	1	0	0	8	10.77238	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,954	0.645	0.495	0.19	1.539	0.6115	0.408	0.445	0	0	1	12	11.862886	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,955	0.65	0.52	0.195	1.676	0.693	0.44	0.47	0	0	1	15	11.882891	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,956	0.65	0.565	0.2	1.6645	0.753	0.367	0.43	1	0	0	12	11.108973	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,958	0.655	0.515	0.2	1.494	0.7255	0.309	0.405	1	0	0	12	10.863434	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,963	0.67	0.525	0.19	1.527	0.5755	0.353	0.44	1	0	0	12	13.383101	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,964	0.67	0.525	0.17	1.4005	0.715	0.3025	0.387	0	0	1	9	10.445456	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,968	0.68	0.505	0.17	1.3435	0.657	0.297	0.355	1	0	0	12	10.178346	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,971	0.715	0.55	0.175	1.825	0.938	0.3805	0.44	0	0	1	11	10.707257	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,973	0.735	0.59	0.205	2.087	0.909	0.474	0.625	0	0	1	12	12.978241	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,984	0.535	0.4	0.15	1.224	0.618	0.275	0.2875	1	0	0	10	9.31531	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,985	0.535	0.4	0.135	0.775	0.368	0.208	0.2055	0	1	0	8	9.773568	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,989	0.56	0.425	0.135	0.9415	0.509	0.2015	0.1975	0	0	1	9	8.609341	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,992	0.595	0.43	0.165	0.9845	0.4525	0.207	0.2725	0	1	0	8	9.851775	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,996	0.62	0.5	0.17	1.148	0.5475	0.22	0.3315	1	0	0	10	10.480767	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,997	0.625	0.49	0.11	1.136	0.5265	0.1915	0.2925	1	0	0	9	10.17237	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
2,998	0.635	0.51	0.17	1.2235	0.532	0.271	0.354	1	0	0	9	10.544978	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,003	0.655	0.505	0.175	1.2905	0.6205	0.2965	0.326	1	0	0	10	10.17629	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,008	0.75	0.615	0.205	2.2635	0.821	0.423	0.726	1	0	0	12	15.893806	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,009	0.255	0.185	0.065	0.074	0.0305	0.0165	0.02	0	1	0	4	5.177444	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,020	0.45	0.34	0.125	0.4045	0.171	0.07	0.1345	0	1	0	8	8.092682	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,029	0.52	0.41	0.14	0.6625	0.2775	0.1555	0.196	0	1	0	11	10.170579	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,038	0.565	0.44	0.135	0.768	0.3305	0.1385	0.2475	0	1	0	9	10.271605	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,039	0.57	0.45	0.145	0.95	0.4005	0.2235	0.2845	0	0	1	10	10.891069	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,040	0.57	0.47	0.14	0.871	0.385	0.211	0.2315	1	0	0	10	9.426001	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,047	0.59	0.435	0.165	0.9765	0.4525	0.2395	0.235	0	0	1	9	9.053067	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,053	0.6	0.45	0.14	0.869	0.3425	0.195	0.291	1	0	0	11	11.232236	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,054	0.6	0.45	0.15	0.8665	0.3695	0.1955	0.255	0	0	1	12	10.459124	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,055	0.61	0.495	0.16	1.089	0.469	0.198	0.384	1	0	0	11	12.300358	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,058	0.62	0.475	0.16	0.907	0.371	0.167	0.3075	0	1	0	11	12.583868	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,063	0.635	0.49	0.155	1.145	0.4775	0.3035	0.3155	1	0	0	9	10.693161	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,069	0.655	0.54	0.165	1.403	0.6955	0.2385	0.42	0	0	1	11	11.292159	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,070	0.655	0.49	0.16	1.204	0.5455	0.2615	0.3225	1	0	0	9	10.480767	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,077	0.685	0.51	0.165	1.545	0.686	0.3775	0.4055	0	0	1	10	10.830189	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,078	0.695	0.535	0.2	1.5855	0.667	0.334	0.471	1	0	0	11	12.913173	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,081	0.73	0.55	0.205	1.908	0.5415	0.3565	0.5965	1	0	0	14	17.683819	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,088	0.425	0.32	0.085	0.262	0.1235	0.067	0.0725	0	1	0	8	7.101212	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,097	0.545	0.435	0.145	0.9385	0.3685	0.1245	0.345	0	0	1	11	14.338772	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,098	0.55	0.43	0.15	0.655	0.2635	0.122	0.221	1	0	0	8	10.948551	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,102	0.6	0.465	0.18	1.193	0.5145	0.315	0.3055	0	0	1	8	10.323339	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,105	0.29	0.215	0.06	0.1115	0.053	0.0185	0.032	0	1	0	5	5.778287	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,107	0.37	0.275	0.1	0.2815	0.1505	0.0505	0.068	0	1	0	5	7.05514	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,108	0.375	0.285	0.08	0.226	0.0975	0.04	0.0725	0	1	0	7	7.114397	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,111	0.41	0.325	0.105	0.361	0.1605	0.0665	0.103	0	1	0	8	7.552971	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,113	0.425	0.325	0.105	0.3975	0.1815	0.081	0.1175	0	1	0	7	7.794298	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,120	0.525	0.4	0.13	0.6995	0.3115	0.131	0.223	1	0	0	9	9.89408	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,131	0.675	0.505	0.16	1.532	0.74	0.357	0.3815	0	0	1	11	10.64469	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,137	0.465	0.36	0.105	0.488	0.188	0.0845	0.19	0	0	1	10	10.661083	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,141	0.18	0.135	0.08	0.033	0.0145	0.007	0.01	0	1	0	5	4.509241	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,144	0.625	0.48	0.2	1.3235	0.6075	0.3055	0.355	1	0	0	9	10.523207	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,146	0.585	0.45	0.15	1.047	0.4315	0.276	0.315	0	0	1	14	11.490223	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,156	0.535	0.44	0.165	0.875	0.279	0.18	0.3	0	0	1	10	13.611367	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,157	0.43	0.35	0.09	0.397	0.1575	0.089	0.12	1	0	0	9	9.397553	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,162	0.64	0.49	0.14	1.194	0.4445	0.238	0.375	0	0	1	15	12.756514	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,170	0.57	0.465	0.155	0.872	0.3245	0.239	0.285	1	0	0	14	11.208431	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,171	0.525	0.405	0.16	0.792	0.316	0.1455	0.28	0	0	1	13	12.75414	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,173	0.35	0.265	0.09	0.2265	0.0995	0.0575	0.065	0	0	1	6	8.304197	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,174	0.45	0.355	0.12	0.3955	0.147	0.0765	0.145	0	0	1	9	10.361579	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,175	0.51	0.405	0.12	0.61	0.229	0.131	0.235	0	1	0	11	11.524189	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,182	0.645	0.505	0.165	1.307	0.4335	0.262	0.52	0	0	1	10	17.846094	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,186	0.47	0.36	0.11	0.4965	0.237	0.127	0.13	1	0	0	6	8.725687	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,189	0.55	0.405	0.15	0.9235	0.412	0.2135	0.24	0	0	1	7	9.175457	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,192	0.525	0.405	0.115	0.72	0.3105	0.1915	0.2	1	0	0	14	10.188225	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,193	0.565	0.435	0.185	1.032	0.354	0.2045	0.31	0	0	1	20	14.322186	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,197	0.31	0.235	0.075	0.1515	0.056	0.0315	0.05	0	1	0	7	6.383702	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,198	0.45	0.335	0.14	0.478	0.1865	0.115	0.16	0	0	1	11	10.737352	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,206	0.295	0.215	0.075	0.116	0.037	0.0295	0.04	0	1	0	8	5.803326	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,207	0.48	0.38	0.125	0.523	0.2105	0.1045	0.175	0	1	0	15	9.553618	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,208	0.32	0.25	0.08	0.1565	0.057	0.034	0.06	0	1	0	9	6.897534	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,211	0.6	0.48	0.165	1.1345	0.4535	0.27	0.335	1	0	0	10	11.043674	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,214	0.57	0.495	0.16	1.0915	0.452	0.275	0.315	1	0	0	14	10.92015	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,217	0.425	0.34	0.12	0.388	0.149	0.087	0.125	0	0	1	10	10.130507	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,220	0.5	0.4	0.145	0.6025	0.216	0.138	0.21	0	0	1	11	12.178905	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,227	0.45	0.35	0.135	0.56	0.231	0.137	0.145	1	0	0	13	9.651575	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,229	0.64	0.505	0.19	1.2765	0.4835	0.328	0.4	1	0	0	12	14.164417	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,234	0.59	0.485	0.205	1.2315	0.4525	0.238	0.42	1	0	0	13	15.012184	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,244	0.69	0.555	0.205	1.8165	0.7785	0.4395	0.515	1	0	0	19	11.445973	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,247	0.61	0.495	0.19	1.213	0.464	0.306	0.365	1	0	0	15	12.922506	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,255	0.3	0.23	0.075	0.15	0.0605	0.042	0.045	0	1	0	5	6.415129	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,257	0.505	0.385	0.11	0.655	0.3185	0.15	0.185	0	0	1	9	8.74352	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,259	0.64	0.505	0.165	1.4435	0.6145	0.3035	0.39	0	0	1	18	11.0055	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,263	0.565	0.45	0.115	0.9085	0.398	0.197	0.29	0	0	1	17	10.874118	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,268	0.41	0.31	0.125	0.3595	0.1415	0.0885	0.115	0	0	1	11	9.339492	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,269	0.595	0.465	0.145	1.107	0.402	0.2415	0.31	1	0	0	12	11.640536	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,270	0.625	0.475	0.13	0.8595	0.3195	0.1775	0.24	1	0	0	13	10.661641	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,287	0.55	0.46	0.13	0.7085	0.305	0.1455	0.205	0	0	1	12	9.673092	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250
3,290	0.51	0.395	0.12	0.6175	0.262	0.122	0.193	1	0	0	12	10.273985	XGBRegressor	100,997,300	3,001,200	294,870	3	0.05	250

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