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
3,532	0.38	0.285	0.09	0.2305	0.1005	0.039	0.0775	0	1	0	7	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,534	0.4	0.315	0.09	0.33	0.151	0.068	0.08	0	1	0	6	7.158525	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,539	0.435	0.34	0.12	0.396	0.1775	0.081	0.125	0	1	0	8	8.075216	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,545	0.475	0.36	0.135	0.4355	0.196	0.0925	0.125	0	1	0	8	8.496767	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,547	0.48	0.355	0.125	0.494	0.2385	0.0835	0.15	0	1	0	9	7.980954	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,548	0.495	0.37	0.12	0.594	0.28	0.11	0.1375	1	0	0	7	8.544364	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,551	0.515	0.4	0.135	0.636	0.3055	0.1215	0.1855	0	1	0	9	8.372107	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,552	0.525	0.39	0.105	0.567	0.2875	0.1075	0.16	0	1	0	8	8.003734	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,558	0.55	0.425	0.155	0.8725	0.412	0.187	0.2425	0	1	0	10	9.252151	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,559	0.565	0.45	0.175	1.2365	0.5305	0.2455	0.308	1	0	0	10	10.173601	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,561	0.57	0.42	0.13	0.7745	0.3535	0.1505	0.2365	0	1	0	9	9.96082	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,565	0.575	0.475	0.16	0.895	0.3605	0.221	0.271	1	0	0	9	11.242877	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,567	0.58	0.46	0.14	0.9265	0.4135	0.1845	0.27	0	1	0	10	10.067211	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,580	0.62	0.48	0.165	1.043	0.4835	0.221	0.31	1	0	0	10	10.308497	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,582	0.625	0.475	0.16	1.3335	0.605	0.2875	0.319	1	0	0	10	10.116264	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,587	0.635	0.495	0.17	1.3695	0.657	0.3055	0.365	0	0	1	10	10.47244	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,589	0.65	0.515	0.18	1.463	0.658	0.3135	0.4115	0	0	1	11	11.271256	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,593	0.655	0.53	0.165	1.2835	0.583	0.1255	0.4	1	0	0	8	12.686427	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,596	0.675	0.515	0.145	1.265	0.6025	0.299	0.325	0	0	1	10	10.13204	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,601	0.37	0.285	0.095	0.226	0.1135	0.0515	0.0675	0	1	0	8	7.087742	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,603	0.42	0.325	0.11	0.325	0.1245	0.0755	0.1025	0	1	0	7	7.610227	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,610	0.58	0.45	0.16	0.8675	0.3935	0.221	0.215	0	0	1	9	9.394562	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,612	0.6	0.46	0.18	1.14	0.423	0.2575	0.365	0	0	1	10	12.572365	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,613	0.61	0.49	0.17	1.3475	0.7045	0.25	0.3045	1	0	0	11	9.942956	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,614	0.615	0.475	0.155	1.0735	0.4375	0.2585	0.31	0	0	1	11	10.751044	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,616	0.615	0.495	0.2	1.304	0.5795	0.3115	0.371	0	0	1	14	11.263686	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,621	0.655	0.455	0.17	1.275	0.583	0.303	0.333	1	0	0	8	10.445562	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,622	0.655	0.505	0.165	1.27	0.6035	0.262	0.335	0	0	1	10	10.316436	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,623	0.66	0.53	0.175	1.583	0.7395	0.3505	0.405	0	0	1	10	10.906039	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,625	0.67	0.525	0.195	1.42	0.573	0.368	0.3905	1	0	0	10	11.922932	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,633	0.3	0.22	0.065	0.1195	0.052	0.0155	0.035	0	1	0	5	5.761213	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,639	0.44	0.32	0.095	0.3275	0.1495	0.059	0.1	0	1	0	8	7.244771	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,643	0.47	0.345	0.12	0.3685	0.1525	0.0615	0.125	0	1	0	8	8.865979	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,645	0.475	0.335	0.1	0.4425	0.1895	0.086	0.135	0	1	0	9	7.88762	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,651	0.525	0.405	0.125	0.657	0.2985	0.1505	0.168	0	1	0	10	8.593612	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,662	0.55	0.45	0.14	0.753	0.3445	0.1325	0.24	0	1	0	8	10.26682	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,670	0.59	0.465	0.135	0.9895	0.4235	0.199	0.28	0	0	1	8	9.979877	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,674	0.595	0.45	0.165	1.081	0.49	0.2525	0.279	1	0	0	12	9.829053	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,692	0.65	0.52	0.17	1.3655	0.6155	0.2885	0.36	0	0	1	11	10.429352	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,697	0.65	0.51	0.175	1.155	0.4955	0.2025	0.385	0	0	1	12	11.802276	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,707	0.675	0.51	0.17	1.527	0.809	0.318	0.341	0	0	1	11	10.05957	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,711	0.705	0.55	0.21	1.4385	0.655	0.3255	0.462	0	0	1	11	12.114266	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,712	0.705	0.53	0.17	1.564	0.612	0.394	0.44	1	0	0	10	11.570672	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,714	0.725	0.56	0.185	1.792	0.873	0.367	0.435	1	0	0	11	10.658011	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,715	0.78	0.6	0.21	2.548	1.1945	0.5745	0.6745	0	0	1	11	11.861718	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,716	0.235	0.13	0.075	0.1585	0.0685	0.037	0.0465	0	1	0	5	5.140214	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,722	0.465	0.36	0.105	0.452	0.22	0.159	0.1035	0	1	0	9	7.405646	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,726	0.5	0.395	0.145	0.7865	0.332	0.1815	0.2455	0	1	0	8	10.90181	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,728	0.51	0.375	0.15	0.8415	0.3845	0.156	0.255	0	1	0	10	10.879392	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,729	0.51	0.38	0.135	0.681	0.3435	0.142	0.17	0	0	1	9	8.838455	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,737	0.625	0.47	0.15	1.124	0.556	0.2315	0.287	0	0	1	9	9.726967	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,743	0.705	0.555	0.195	1.7525	0.7105	0.4215	0.516	1	0	0	12	12.984034	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,746	0.36	0.265	0.085	0.1865	0.0675	0.037	0.0615	0	1	0	7	6.906285	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,757	0.52	0.41	0.14	0.699	0.3395	0.129	0.1945	0	1	0	10	9.244524	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,760	0.53	0.425	0.13	0.702	0.2975	0.1395	0.22	0	0	1	9	10.107049	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,761	0.53	0.42	0.135	0.675	0.294	0.156	0.1825	0	0	1	10	9.40038	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,762	0.53	0.395	0.115	0.475	0.2025	0.101	0.148	0	1	0	8	8.305798	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,763	0.53	0.41	0.15	0.612	0.2435	0.1525	0.1895	0	1	0	11	9.681232	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,767	0.555	0.46	0.16	0.86	0.3345	0.1935	0.275	0	0	1	10	11.307659	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,773	0.575	0.46	0.15	0.927	0.333	0.207	0.2985	1	0	0	9	12.774618	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,774	0.58	0.42	0.14	0.701	0.3285	0.102	0.2255	0	1	0	9	9.339074	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,788	0.63	0.475	0.15	1.072	0.433	0.2975	0.315	1	0	0	8	11.495462	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,789	0.645	0.51	0.155	1.129	0.5015	0.24	0.342	1	0	0	10	10.49678	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,812	0.61	0.49	0.17	1.137	0.4605	0.2825	0.344	1	0	0	12	10.97906	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,820	0.57	0.44	0.145	0.8815	0.3605	0.1955	0.2735	0	0	1	10	11.030282	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,823	0.615	0.455	0.135	1.059	0.4735	0.263	0.274	1	0	0	9	9.757747	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,826	0.68	0.52	0.185	1.541	0.5985	0.395	0.4575	1	0	0	10	12.380783	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,828	0.68	0.52	0.175	1.543	0.7525	0.351	0.374	0	0	1	11	10.312761	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,834	0.335	0.26	0.075	0.22	0.0855	0.04	0.085	0	0	1	6	8.350119	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,842	0.615	0.475	0.145	0.9525	0.3915	0.195	0.32	1	0	0	9	13.142709	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,846	0.37	0.275	0.085	0.2045	0.096	0.056	0.08	0	1	0	6	6.950768	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,848	0.675	0.535	0.22	1.604	0.6175	0.4255	0.453	1	0	0	14	13.46257	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,849	0.385	0.3	0.115	0.3435	0.1645	0.085	0.1025	0	0	1	6	8.653927	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,852	0.55	0.41	0.15	0.785	0.282	0.186	0.275	0	0	1	12	12.784766	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,859	0.57	0.44	0.19	1.018	0.447	0.207	0.265	1	0	0	9	10.87874	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,860	0.55	0.465	0.15	1.082	0.3575	0.194	0.19	1	0	0	14	10.794565	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,861	0.63	0.475	0.175	1.423	0.4155	0.3385	0.49	1	0	0	14	16.06187	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,865	0.525	0.395	0.165	0.782	0.285	0.1405	0.285	0	0	1	19	12.849677	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,866	0.525	0.43	0.165	0.717	0.289	0.1745	0.195	1	0	0	10	10.762005	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,870	0.545	0.44	0.165	0.744	0.2875	0.204	0.25	0	0	1	15	11.452042	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,878	0.45	0.355	0.115	0.478	0.18	0.1185	0.155	0	0	1	10	9.617834	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,879	0.61	0.49	0.17	1.1775	0.5655	0.2385	0.295	1	0	0	15	10.135232	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,894	0.495	0.38	0.135	0.6295	0.263	0.1425	0.215	0	0	1	12	11.217674	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,898	0.565	0.46	0.15	0.8765	0.3455	0.1925	0.275	1	0	0	10	11.059062	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,906	0.245	0.18	0.065	0.0635	0.0245	0.0135	0.02	0	0	1	4	6.258868	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,907	0.48	0.39	0.15	0.6275	0.276	0.134	0.185	0	1	0	13	9.511637	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,912	0.52	0.405	0.14	0.6765	0.2865	0.146	0.205	0	1	0	15	10.121924	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,932	0.49	0.37	0.115	0.541	0.171	0.1175	0.185	1	0	0	11	10.428918	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,935	0.52	0.41	0.115	0.77	0.263	0.157	0.26	0	0	1	11	12.967152	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,940	0.505	0.39	0.105	0.6555	0.2595	0.18	0.19	0	0	1	11	10.812886	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,965	0.295	0.22	0.07	0.1365	0.0575	0.0295	0.035	0	1	0	6	5.761213	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,966	0.295	0.22	0.065	0.1295	0.052	0.028	0.035	0	1	0	6	5.761213	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,969	0.38	0.3	0.09	0.277	0.1655	0.0625	0.082	0	1	0	6	7.000926	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,971	0.4	0.295	0.095	0.252	0.1105	0.0575	0.066	0	1	0	6	7.027676	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,974	0.42	0.32	0.115	0.409	0.2055	0.0935	0.105	0	1	0	8	7.363343	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,989	0.67	0.52	0.195	1.8065	0.758	0.3735	0.5055	1	0	0	11	12.839738	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,993	0.72	0.6	0.235	2.2385	0.984	0.411	0.621	0	0	1	12	12.23167	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,994	0.185	0.135	0.045	0.032	0.011	0.0065	0.01	0	1	0	4	4.297115	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,995	0.245	0.175	0.055	0.0785	0.04	0.018	0.02	0	1	0	5	5.121518	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100
3,998	0.375	0.28	0.08	0.2235	0.115	0.043	0.055	0	1	0	6	6.960385	XGBRegressor	45,999,600	3,000,000	120,781	3	0.1	100

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