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
2,956	0.65	0.565	0.2	1.6645	0.753	0.367	0.43	1	0	0	12	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,958	0.655	0.515	0.2	1.494	0.7255	0.309	0.405	1	0	0	12	10.875961	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,963	0.67	0.525	0.19	1.527	0.5755	0.353	0.44	1	0	0	12	11.176676	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,964	0.67	0.525	0.17	1.4005	0.715	0.3025	0.387	0	0	1	9	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,968	0.68	0.505	0.17	1.3435	0.657	0.297	0.355	1	0	0	12	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,971	0.715	0.55	0.175	1.825	0.938	0.3805	0.44	0	0	1	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,973	0.735	0.59	0.205	2.087	0.909	0.474	0.625	0	0	1	12	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,984	0.535	0.4	0.15	1.224	0.618	0.275	0.2875	1	0	0	10	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,985	0.535	0.4	0.135	0.775	0.368	0.208	0.2055	0	1	0	8	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,989	0.56	0.425	0.135	0.9415	0.509	0.2015	0.1975	0	0	1	9	9.708697	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,992	0.595	0.43	0.165	0.9845	0.4525	0.207	0.2725	0	1	0	8	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,996	0.62	0.5	0.17	1.148	0.5475	0.22	0.3315	1	0	0	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,997	0.625	0.49	0.11	1.136	0.5265	0.1915	0.2925	1	0	0	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
2,998	0.635	0.51	0.17	1.2235	0.532	0.271	0.354	1	0	0	9	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,003	0.655	0.505	0.175	1.2905	0.6205	0.2965	0.326	1	0	0	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,008	0.75	0.615	0.205	2.2635	0.821	0.423	0.726	1	0	0	12	11.756284	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,009	0.255	0.185	0.065	0.074	0.0305	0.0165	0.02	0	1	0	4	6.874401	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,020	0.45	0.34	0.125	0.4045	0.171	0.07	0.1345	0	1	0	8	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,029	0.52	0.41	0.14	0.6625	0.2775	0.1555	0.196	0	1	0	11	10.346438	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,038	0.565	0.44	0.135	0.768	0.3305	0.1385	0.2475	0	1	0	9	10.454085	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,039	0.57	0.45	0.145	0.95	0.4005	0.2235	0.2845	0	0	1	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,040	0.57	0.47	0.14	0.871	0.385	0.211	0.2315	1	0	0	10	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,047	0.59	0.435	0.165	0.9765	0.4525	0.2395	0.235	0	0	1	9	9.831455	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,053	0.6	0.45	0.14	0.869	0.3425	0.195	0.291	1	0	0	11	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,054	0.6	0.45	0.15	0.8665	0.3695	0.1955	0.255	0	0	1	12	10.741919	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,055	0.61	0.495	0.16	1.089	0.469	0.198	0.384	1	0	0	11	11.48674	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,058	0.62	0.475	0.16	0.907	0.371	0.167	0.3075	0	1	0	11	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,063	0.635	0.49	0.155	1.145	0.4775	0.3035	0.3155	1	0	0	9	10.451484	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,069	0.655	0.54	0.165	1.403	0.6955	0.2385	0.42	0	0	1	11	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,070	0.655	0.49	0.16	1.204	0.5455	0.2615	0.3225	1	0	0	9	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,077	0.685	0.51	0.165	1.545	0.686	0.3775	0.4055	0	0	1	10	10.875961	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,078	0.695	0.535	0.2	1.5855	0.667	0.334	0.471	1	0	0	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,081	0.73	0.55	0.205	1.908	0.5415	0.3565	0.5965	1	0	0	14	12.673909	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,088	0.425	0.32	0.085	0.262	0.1235	0.067	0.0725	0	1	0	8	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,097	0.545	0.435	0.145	0.9385	0.3685	0.1245	0.345	0	0	1	11	11.711354	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,098	0.55	0.43	0.15	0.655	0.2635	0.122	0.221	1	0	0	8	10.62645	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,102	0.6	0.465	0.18	1.193	0.5145	0.315	0.3055	0	0	1	8	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,105	0.29	0.215	0.06	0.1115	0.053	0.0185	0.032	0	1	0	5	7.28434	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,107	0.37	0.275	0.1	0.2815	0.1505	0.0505	0.068	0	1	0	5	8.273765	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,108	0.375	0.285	0.08	0.226	0.0975	0.04	0.0725	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,111	0.41	0.325	0.105	0.361	0.1605	0.0665	0.103	0	1	0	8	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,113	0.425	0.325	0.105	0.3975	0.1815	0.081	0.1175	0	1	0	7	8.894639	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,120	0.525	0.4	0.13	0.6995	0.3115	0.131	0.223	1	0	0	9	10.059972	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,131	0.675	0.505	0.16	1.532	0.74	0.357	0.3815	0	0	1	11	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,137	0.465	0.36	0.105	0.488	0.188	0.0845	0.19	0	0	1	10	10.472927	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,141	0.18	0.135	0.08	0.033	0.0145	0.007	0.01	0	1	0	5	6.698105	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,144	0.625	0.48	0.2	1.3235	0.6075	0.3055	0.355	1	0	0	9	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,146	0.585	0.45	0.15	1.047	0.4315	0.276	0.315	0	0	1	14	10.926856	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,156	0.535	0.44	0.165	0.875	0.279	0.18	0.3	0	0	1	10	11.42416	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,157	0.43	0.35	0.09	0.397	0.1575	0.089	0.12	1	0	0	9	9.525395	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,162	0.64	0.49	0.14	1.194	0.4445	0.238	0.375	0	0	1	15	11.840984	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,170	0.57	0.465	0.155	0.872	0.3245	0.239	0.285	1	0	0	14	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,171	0.525	0.405	0.16	0.792	0.316	0.1455	0.28	0	0	1	13	10.992983	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,173	0.35	0.265	0.09	0.2265	0.0995	0.0575	0.065	0	0	1	6	8.834942	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,174	0.45	0.355	0.12	0.3955	0.147	0.0765	0.145	0	0	1	9	9.609152	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,175	0.51	0.405	0.12	0.61	0.229	0.131	0.235	0	1	0	11	10.793063	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,182	0.645	0.505	0.165	1.307	0.4335	0.262	0.52	0	0	1	10	13.845587	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,186	0.47	0.36	0.11	0.4965	0.237	0.127	0.13	1	0	0	6	9.508592	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,189	0.55	0.405	0.15	0.9235	0.412	0.2135	0.24	0	0	1	7	9.961422	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,192	0.525	0.405	0.115	0.72	0.3105	0.1915	0.2	1	0	0	14	10.059972	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,193	0.565	0.435	0.185	1.032	0.354	0.2045	0.31	0	0	1	20	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,197	0.31	0.235	0.075	0.1515	0.056	0.0315	0.05	0	1	0	7	7.77782	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,198	0.45	0.335	0.14	0.478	0.1865	0.115	0.16	0	0	1	11	9.938786	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,206	0.295	0.215	0.075	0.116	0.037	0.0295	0.04	0	1	0	8	7.28434	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,207	0.48	0.38	0.125	0.523	0.2105	0.1045	0.175	0	1	0	15	9.717141	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,208	0.32	0.25	0.08	0.1565	0.057	0.034	0.06	0	1	0	9	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,211	0.6	0.48	0.165	1.1345	0.4535	0.27	0.335	1	0	0	10	10.524909	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,214	0.57	0.495	0.16	1.0915	0.452	0.275	0.315	1	0	0	14	10.451484	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,217	0.425	0.34	0.12	0.388	0.149	0.087	0.125	0	0	1	10	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,220	0.5	0.4	0.145	0.6025	0.216	0.138	0.21	0	0	1	11	10.672597	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,227	0.45	0.35	0.135	0.56	0.231	0.137	0.145	1	0	0	13	9.609152	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,229	0.64	0.505	0.19	1.2765	0.4835	0.328	0.4	1	0	0	12	11.592526	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,234	0.59	0.485	0.205	1.2315	0.4525	0.238	0.42	1	0	0	13	11.832115	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,244	0.69	0.555	0.205	1.8165	0.7785	0.4395	0.515	1	0	0	19	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,247	0.61	0.495	0.19	1.213	0.464	0.306	0.365	1	0	0	15	10.869663	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,255	0.3	0.23	0.075	0.15	0.0605	0.042	0.045	0	1	0	5	7.754875	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,257	0.505	0.385	0.11	0.655	0.3185	0.15	0.185	0	0	1	9	9.491545	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,259	0.64	0.505	0.165	1.4435	0.6145	0.3035	0.39	0	0	1	18	10.861433	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,263	0.565	0.45	0.115	0.9085	0.398	0.197	0.29	0	0	1	17	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,268	0.41	0.31	0.125	0.3595	0.1415	0.0885	0.115	0	0	1	11	9.523318	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,269	0.595	0.465	0.145	1.107	0.402	0.2415	0.31	1	0	0	12	10.6552	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,270	0.625	0.475	0.13	0.8595	0.3195	0.1775	0.24	1	0	0	13	10.481428	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,287	0.55	0.46	0.13	0.7085	0.305	0.1455	0.205	0	0	1	12	10.088831	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,290	0.51	0.395	0.12	0.6175	0.262	0.122	0.193	1	0	0	12	10.42678	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,292	0.495	0.375	0.15	0.597	0.2615	0.135	0.178	1	0	0	11	9.96644	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,293	0.575	0.455	0.185	1.156	0.5525	0.243	0.295	0	0	1	13	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,301	0.66	0.525	0.19	1.67	0.6525	0.4875	0.49	1	0	0	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,304	0.57	0.435	0.14	0.8085	0.3235	0.183	0.22	1	0	0	16	9.942024	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,308	0.275	0.2	0.08	0.099	0.037	0.024	0.03	0	0	1	5	7.568979	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,319	0.705	0.555	0.2	1.4685	0.4715	0.3235	0.52	1	0	0	19	13.005044	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,320	0.535	0.425	0.155	0.7765	0.302	0.1565	0.25	1	0	0	16	10.888725	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,322	0.48	0.37	0.13	0.5885	0.2475	0.1505	0.1595	1	0	0	15	9.521725	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,323	0.395	0.3	0.105	0.3375	0.1435	0.0755	0.098	1	0	0	12	9.151477	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,331	0.51	0.34	0.18	0.7005	0.312	0.165	0.2	1	0	0	11	10.059972	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,332	0.44	0.34	0.125	0.4895	0.1735	0.0875	0.2	0	1	0	13	10.58761	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,339	0.585	0.475	0.185	0.8575	0.3465	0.1785	0.275	1	0	0	12	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,343	0.455	0.365	0.11	0.385	0.166	0.046	0.1345	1	0	0	13	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,344	0.495	0.38	0.145	0.515	0.175	0.098	0.212	0	1	0	13	10.58761	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,345	0.48	0.38	0.145	0.59	0.232	0.141	0.23	1	0	0	12	10.672597	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,351	0.51	0.38	0.13	0.584	0.224	0.1355	0.185	1	0	0	13	10.019225	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100

Subsets and Splits