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
3,767	0.555	0.46	0.16	0.86	0.3345	0.1935	0.275	0	0	1	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,773	0.575	0.46	0.15	0.927	0.333	0.207	0.2985	1	0	0	9	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,774	0.58	0.42	0.14	0.701	0.3285	0.102	0.2255	0	1	0	9	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,788	0.63	0.475	0.15	1.072	0.433	0.2975	0.315	1	0	0	8	10.926856	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,789	0.645	0.51	0.155	1.129	0.5015	0.24	0.342	1	0	0	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,812	0.61	0.49	0.17	1.137	0.4605	0.2825	0.344	1	0	0	12	10.524909	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,820	0.57	0.44	0.145	0.8815	0.3605	0.1955	0.2735	0	0	1	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,823	0.615	0.455	0.135	1.059	0.4735	0.263	0.274	1	0	0	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,826	0.68	0.52	0.185	1.541	0.5985	0.395	0.4575	1	0	0	10	11.427689	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,828	0.68	0.52	0.175	1.543	0.7525	0.351	0.374	0	0	1	11	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,834	0.335	0.26	0.075	0.22	0.0855	0.04	0.085	0	0	1	6	8.968534	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,842	0.615	0.475	0.145	0.9525	0.3915	0.195	0.32	1	0	0	9	11.656438	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,846	0.37	0.275	0.085	0.2045	0.096	0.056	0.08	0	1	0	6	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,848	0.675	0.535	0.22	1.604	0.6175	0.4255	0.453	1	0	0	14	11.385596	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,849	0.385	0.3	0.115	0.3435	0.1645	0.085	0.1025	0	0	1	6	9.151477	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,852	0.55	0.41	0.15	0.785	0.282	0.186	0.275	0	0	1	12	10.992983	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,859	0.57	0.44	0.19	1.018	0.447	0.207	0.265	1	0	0	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,860	0.55	0.465	0.15	1.082	0.3575	0.194	0.19	1	0	0	14	9.87504	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,861	0.63	0.475	0.175	1.423	0.4155	0.3385	0.49	1	0	0	14	12.811792	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,865	0.525	0.395	0.165	0.782	0.285	0.1405	0.285	0	0	1	19	10.992983	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,866	0.525	0.43	0.165	0.717	0.289	0.1745	0.195	1	0	0	10	10.211448	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,870	0.545	0.44	0.165	0.744	0.2875	0.204	0.25	0	0	1	15	10.888725	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,878	0.45	0.355	0.115	0.478	0.18	0.1185	0.155	0	0	1	10	9.609152	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,879	0.61	0.49	0.17	1.1775	0.5655	0.2385	0.295	1	0	0	15	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,894	0.495	0.38	0.135	0.6295	0.263	0.1425	0.215	0	0	1	12	10.62645	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,898	0.565	0.46	0.15	0.8765	0.3455	0.1925	0.275	1	0	0	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,906	0.245	0.18	0.065	0.0635	0.0245	0.0135	0.02	0	0	1	4	7.158728	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,907	0.48	0.39	0.15	0.6275	0.276	0.134	0.185	0	1	0	13	9.664356	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,912	0.52	0.405	0.14	0.6765	0.2865	0.146	0.205	0	1	0	15	10.126461	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,932	0.49	0.37	0.115	0.541	0.171	0.1175	0.185	1	0	0	11	10.019225	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,935	0.52	0.41	0.115	0.77	0.263	0.157	0.26	0	0	1	11	11.378321	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,940	0.505	0.39	0.105	0.6555	0.2595	0.18	0.19	0	0	1	11	10.42678	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,965	0.295	0.22	0.07	0.1365	0.0575	0.0295	0.035	0	1	0	6	7.28434	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,966	0.295	0.22	0.065	0.1295	0.052	0.028	0.035	0	1	0	6	7.28434	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,969	0.38	0.3	0.09	0.277	0.1655	0.0625	0.082	0	1	0	6	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,971	0.4	0.295	0.095	0.252	0.1105	0.0575	0.066	0	1	0	6	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,974	0.42	0.32	0.115	0.409	0.2055	0.0935	0.105	0	1	0	8	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,989	0.67	0.52	0.195	1.8065	0.758	0.3735	0.5055	1	0	0	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,993	0.72	0.6	0.235	2.2385	0.984	0.411	0.621	0	0	1	12	11.422808	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,994	0.185	0.135	0.045	0.032	0.011	0.0065	0.01	0	1	0	4	6.698105	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,995	0.245	0.175	0.055	0.0785	0.04	0.018	0.02	0	1	0	5	6.863114	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
3,998	0.375	0.28	0.08	0.2235	0.115	0.043	0.055	0	1	0	6	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,014	0.625	0.48	0.175	1.065	0.4865	0.259	0.285	0	0	1	10	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,019	0.66	0.515	0.155	1.4415	0.7055	0.3555	0.335	0	0	1	10	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,024	0.33	0.245	0.065	0.1445	0.058	0.032	0.0505	0	1	0	6	7.908025	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,028	0.42	0.31	0.1	0.2805	0.1125	0.0615	0.0925	0	1	0	8	8.273765	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,036	0.54	0.42	0.14	0.74	0.3595	0.159	0.1985	0	1	0	8	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,040	0.575	0.45	0.12	0.9585	0.447	0.169	0.275	1	0	0	12	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,046	0.6	0.46	0.155	0.6655	0.285	0.149	0.269	0	0	1	11	10.992983	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,054	0.635	0.5	0.18	1.2565	0.539	0.292	0.35	1	0	0	10	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,055	0.645	0.5	0.15	1.159	0.4675	0.3355	0.31	1	0	0	9	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,065	0.37	0.275	0.08	0.2325	0.093	0.056	0.072	0	1	0	6	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,071	0.485	0.375	0.11	0.464	0.2015	0.09	0.149	0	1	0	8	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,073	0.515	0.395	0.125	0.5805	0.2365	0.1075	0.19	0	1	0	9	10.336039	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,074	0.52	0.4	0.14	0.622	0.278	0.1455	0.169	0	1	0	8	9.469332	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,077	0.55	0.435	0.125	0.741	0.348	0.1585	0.206	0	1	0	9	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,081	0.56	0.45	0.145	0.9355	0.425	0.1645	0.2725	0	0	1	11	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,092	0.625	0.49	0.19	1.7015	0.7465	0.4105	0.3855	1	0	0	11	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,097	0.635	0.5	0.18	1.2915	0.594	0.2695	0.37	0	0	1	9	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,104	0.71	0.545	0.175	1.907	0.8725	0.4565	0.475	1	0	0	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,108	0.48	0.35	0.1	0.519	0.2365	0.1275	0.126	0	1	0	7	8.793498	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,116	0.625	0.48	0.16	1.2415	0.6575	0.2625	0.2785	0	0	1	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,122	0.46	0.365	0.11	0.4495	0.1755	0.102	0.15	0	1	0	8	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,126	0.55	0.42	0.145	0.7385	0.321	0.1485	0.252	0	0	1	11	10.741919	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,127	0.55	0.445	0.11	0.7935	0.378	0.142	0.26	0	1	0	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,129	0.57	0.425	0.14	0.7655	0.331	0.14	0.24	0	1	0	10	10.454085	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,135	0.6	0.5	0.17	1.13	0.4405	0.267	0.335	1	0	0	11	10.879153	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,138	0.63	0.49	0.155	1.229	0.535	0.29	0.335	0	0	1	11	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,141	0.65	0.505	0.165	1.357	0.5725	0.281	0.43	1	0	0	11	11.176676	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,145	0.67	0.525	0.2	1.7405	0.6205	0.297	0.657	0	0	1	11	12.633672	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,146	0.695	0.53	0.21	1.51	0.664	0.4095	0.385	0	0	1	10	10.831301	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,148	0.77	0.605	0.175	2.0505	0.8005	0.526	0.355	0	0	1	11	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,152	0.37	0.28	0.09	0.218	0.0995	0.0545	0.0615	0	1	0	7	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,154	0.435	0.33	0.095	0.393	0.219	0.075	0.0885	0	1	0	6	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,157	0.475	0.36	0.14	0.5135	0.241	0.1045	0.155	0	0	1	8	9.602514	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,158	0.48	0.355	0.11	0.4495	0.201	0.089	0.14	0	1	0	8	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,166	0.475	0.365	0.115	0.499	0.232	0.0885	0.156	0	1	0	10	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,171	0.56	0.43	0.155	0.8675	0.4	0.172	0.229	0	0	1	8	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
4,173	0.59	0.44	0.135	0.966	0.439	0.2145	0.2605	0	0	1	10	10.369246	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
11	0.43	0.35	0.11	0.406	0.1675	0.081	0.135	0	0	1	10	9.224158	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
14	0.47	0.355	0.1	0.4755	0.1675	0.0805	0.185	1	0	0	10	10.181789	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
18	0.365	0.295	0.08	0.2555	0.097	0.043	0.1	0	0	1	7	8.752889	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
19	0.45	0.32	0.1	0.381	0.1705	0.075	0.115	0	0	1	9	9.072177	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
23	0.55	0.415	0.135	0.7635	0.318	0.21	0.2	1	0	0	9	9.622016	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
29	0.575	0.425	0.14	0.8635	0.393	0.227	0.2	0	0	1	11	9.487356	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
36	0.54	0.475	0.155	1.217	0.5305	0.3075	0.34	1	0	0	16	10.453338	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
39	0.355	0.29	0.09	0.3275	0.134	0.086	0.09	0	0	1	9	8.597395	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
41	0.55	0.425	0.135	0.8515	0.362	0.196	0.27	1	0	0	14	11.111092	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
45	0.39	0.295	0.095	0.203	0.0875	0.045	0.075	0	1	0	7	7.16653	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
52	0.485	0.36	0.13	0.5415	0.2595	0.096	0.16	0	0	1	10	9.534378	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
55	0.5	0.4	0.14	0.6615	0.2565	0.1755	0.22	1	0	0	8	11.261699	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
64	0.52	0.4	0.12	0.58	0.234	0.1315	0.185	0	0	1	8	10.016369	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
76	0.595	0.475	0.14	0.944	0.3625	0.189	0.315	0	0	1	9	12.760256	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
77	0.6	0.47	0.15	0.922	0.363	0.194	0.305	1	0	0	10	12.273156	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
82	0.52	0.425	0.165	0.9885	0.396	0.225	0.32	1	0	0	16	13.177159	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
87	0.56	0.44	0.16	0.8645	0.3305	0.2075	0.26	0	0	1	10	11.415999	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
88	0.46	0.355	0.13	0.517	0.2205	0.114	0.165	1	0	0	9	9.868423	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
102	0.53	0.435	0.16	0.883	0.316	0.164	0.335	0	0	1	15	13.841751	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
104	0.605	0.47	0.16	1.1735	0.4975	0.2405	0.345	0	0	1	12	10.812608	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100
112	0.435	0.32	0.08	0.3325	0.1485	0.0635	0.105	0	1	0	9	7.209131	XGBRegressor	51,995,100	3,000,100	121,123	3	0.05	100

Subsets and Splits