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
1,316	0.555	0.44	0.14	0.8705	0.407	0.156	0.255	0	0	1	9	9.881372	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,328	0.57	0.45	0.145	0.751	0.2825	0.2195	0.2215	0	1	0	10	9.92386	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,329	0.57	0.45	0.135	0.794	0.3815	0.1415	0.245	0	1	0	8	10.288208	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,330	0.57	0.46	0.135	0.9795	0.397	0.2525	0.2655	1	0	0	9	10.924767	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,332	0.57	0.44	0.13	0.7665	0.347	0.1785	0.202	0	1	0	10	9.460963	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,333	0.57	0.435	0.125	0.8965	0.383	0.1835	0.275	0	0	1	9	11.028816	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,339	0.58	0.445	0.15	0.858	0.4	0.156	0.253	1	0	0	8	10.556392	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,341	0.585	0.49	0.185	1.171	0.522	0.2535	0.335	0	0	1	10	10.660883	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,342	0.585	0.475	0.16	1.0505	0.48	0.234	0.285	0	1	0	10	10.196433	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,345	0.585	0.475	0.15	1.065	0.5315	0.199	0.2885	0	0	1	10	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,346	0.585	0.45	0.18	0.7995	0.336	0.1855	0.237	0	0	1	8	10.324613	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,349	0.59	0.455	0.155	0.8855	0.388	0.188	0.275	0	0	1	10	11.003992	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,353	0.6	0.48	0.155	1.014	0.451	0.1885	0.325	0	0	1	11	10.794354	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,363	0.61	0.45	0.15	0.871	0.407	0.1835	0.25	0	0	1	10	9.881372	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,364	0.61	0.48	0.165	1.244	0.6345	0.257	0.305	0	0	1	12	10.396505	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,368	0.61	0.46	0.16	1	0.494	0.197	0.275	0	0	1	10	10.033806	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,369	0.615	0.475	0.155	1.004	0.4475	0.193	0.2895	1	0	0	10	9.964041	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,383	0.625	0.48	0.155	1.2035	0.5865	0.239	0.3185	1	0	0	12	10.485439	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,386	0.63	0.485	0.145	1.062	0.5065	0.1785	0.3365	0	0	1	12	10.558865	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,390	0.635	0.5	0.165	1.4595	0.705	0.2645	0.39	1	0	0	9	11.208663	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,394	0.64	0.565	0.23	1.521	0.644	0.372	0.406	0	0	1	15	11.329243	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,395	0.64	0.525	0.18	1.3135	0.4865	0.2995	0.4075	0	0	1	10	12.807097	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,397	0.645	0.5	0.195	1.401	0.6165	0.3515	0.3725	0	0	1	10	10.899862	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,398	0.645	0.525	0.16	1.5075	0.7455	0.245	0.4325	0	0	1	11	11.433116	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,415	0.695	0.565	0.19	1.7635	0.7465	0.399	0.4975	1	0	0	11	11.891251	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,417	0.705	0.565	0.515	2.21	1.1075	0.4865	0.512	0	0	1	10	11.754731	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,418	0.705	0.555	0.215	2.141	1.0465	0.383	0.528	0	0	1	11	12.121229	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,435	0.385	0.3	0.09	0.247	0.1225	0.044	0.0675	0	1	0	5	7.308719	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,436	0.395	0.295	0.09	0.3025	0.143	0.0665	0.0765	0	1	0	5	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,437	0.4	0.29	0.11	0.329	0.188	0.0455	0.0825	0	1	0	6	7.706265	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,441	0.405	0.3	0.105	0.304	0.1455	0.061	0.0805	0	1	0	6	7.625588	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,442	0.41	0.32	0.095	0.2905	0.141	0.063	0.073	0	1	0	5	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,455	0.475	0.37	0.125	0.649	0.347	0.136	0.142	0	0	1	8	8.69687	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,463	0.505	0.385	0.105	0.5525	0.239	0.1245	0.1555	0	0	1	9	9.410895	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,470	0.53	0.43	0.13	0.7045	0.346	0.1415	0.189	0	1	0	9	8.625474	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,496	0.62	0.48	0.165	1.0725	0.4815	0.235	0.312	0	0	1	9	10.5412	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,499	0.63	0.47	0.145	1.1005	0.52	0.26	0.276	0	0	1	9	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,500	0.63	0.5	0.175	1.1105	0.467	0.268	0.329	1	0	0	10	10.98383	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,502	0.63	0.48	0.15	1.271	0.6605	0.2425	0.31	0	0	1	11	10.326212	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,507	0.645	0.515	0.175	1.546	0.7035	0.365	0.415	1	0	0	10	11.433116	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,511	0.65	0.515	0.175	1.466	0.677	0.3045	0.4	0	0	1	10	11.297518	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,512	0.65	0.5	0.16	1.3825	0.702	0.304	0.3195	1	0	0	9	10.555733	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,516	0.66	0.505	0.165	1.374	0.589	0.351	0.345	0	0	1	10	10.692655	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,526	0.705	0.56	0.165	1.675	0.797	0.4095	0.388	0	0	1	10	11.086844	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,534	0.3	0.23	0.085	0.117	0.05	0.0175	0.0415	0	1	0	6	6.665057	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,538	0.355	0.27	0.075	0.1775	0.079	0.0315	0.054	0	1	0	6	6.883515	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,539	0.355	0.26	0.09	0.1985	0.0715	0.0495	0.058	0	1	0	7	7.187429	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,543	0.365	0.27	0.085	0.2225	0.0935	0.0525	0.066	0	1	0	7	7.179034	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,545	0.375	0.28	0.08	0.2165	0.0935	0.0925	0.07	0	1	0	7	7.338624	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,549	0.385	0.28	0.095	0.257	0.119	0.059	0.07	0	1	0	7	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,553	0.39	0.29	0.1	0.2225	0.095	0.0465	0.073	0	1	0	7	7.522056	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,560	0.435	0.325	0.11	0.367	0.1595	0.08	0.105	0	1	0	6	7.782907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,561	0.45	0.34	0.095	0.3245	0.1385	0.064	0.105	0	1	0	8	7.423659	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,563	0.455	0.36	0.115	0.457	0.2085	0.0855	0.147	0	1	0	10	8.581355	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,567	0.465	0.345	0.11	0.393	0.1825	0.0735	0.12	0	1	0	8	8.294159	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,575	0.485	0.375	0.13	0.6025	0.2935	0.1285	0.16	0	1	0	7	8.596863	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,580	0.5	0.4	0.12	0.616	0.261	0.143	0.1935	0	1	0	8	9.885214	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,582	0.5	0.375	0.14	0.559	0.2375	0.135	0.169	0	1	0	9	9.808498	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,592	0.525	0.39	0.12	0.664	0.3115	0.147	0.178	0	1	0	9	8.63147	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,594	0.525	0.4	0.14	0.654	0.305	0.16	0.169	0	1	0	7	8.902594	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,604	0.54	0.455	0.14	0.972	0.419	0.255	0.269	0	0	1	10	10.225983	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,617	0.555	0.435	0.14	0.765	0.3945	0.15	0.206	0	1	0	8	9.531959	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,625	0.565	0.43	0.15	0.831	0.4245	0.1735	0.219	0	0	1	10	9.288823	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,631	0.57	0.445	0.145	0.7405	0.306	0.172	0.1825	0	1	0	12	8.902594	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,635	0.575	0.45	0.125	0.78	0.3275	0.188	0.235	0	1	0	9	9.935324	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,636	0.575	0.47	0.185	0.985	0.3745	0.2175	0.355	0	0	1	10	12.991655	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,638	0.575	0.445	0.17	0.8015	0.3475	0.1465	0.25	0	1	0	9	10.878008	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,642	0.575	0.44	0.16	0.9615	0.483	0.166	0.275	0	0	1	13	10.152988	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,652	0.595	0.45	0.14	0.838	0.3965	0.194	0.217	0	0	1	10	9.555474	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,653	0.595	0.45	0.145	0.959	0.463	0.2065	0.2535	0	0	1	10	9.77449	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,655	0.6	0.46	0.155	0.9735	0.427	0.2045	0.3	1	0	0	8	11.023773	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,658	0.6	0.48	0.17	0.9175	0.38	0.2225	0.29	0	1	0	8	11.21297	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,660	0.6	0.47	0.165	1.059	0.504	0.241	0.275	0	0	1	9	10.033806	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,667	0.605	0.505	0.18	1.434	0.7285	0.264	0.431	1	0	0	11	11.433116	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,672	0.61	0.475	0.16	1.1155	0.3835	0.223	0.379	1	0	0	10	14.020699	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,680	0.62	0.515	0.175	1.221	0.535	0.241	0.395	0	0	1	13	11.640942	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,684	0.62	0.47	0.14	0.8565	0.3595	0.16	0.295	0	1	0	9	12.062202	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,685	0.62	0.45	0.135	0.924	0.358	0.2265	0.2965	0	1	0	10	12.260704	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,686	0.62	0.48	0.15	1.266	0.6285	0.2575	0.309	0	0	1	12	10.326212	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,691	0.625	0.47	0.155	1.1955	0.643	0.2055	0.3145	0	1	0	12	10.367318	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,700	0.635	0.5	0.17	1.4345	0.611	0.309	0.418	0	0	1	12	11.450365	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,710	0.645	0.51	0.195	1.226	0.5885	0.2215	0.3745	0	0	1	10	10.910056	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,711	0.645	0.51	0.16	1.33	0.6665	0.309	0.317	0	0	1	9	10.555733	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,715	0.645	0.485	0.15	1.2215	0.5695	0.2735	0.33	0	0	1	9	10.558865	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,718	0.65	0.505	0.19	1.274	0.59	0.23	0.391	0	0	1	11	11.250582	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,719	0.65	0.525	0.185	1.488	0.665	0.337	0.378	0	0	1	11	11.118569	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,723	0.655	0.505	0.19	1.3485	0.5935	0.2745	0.425	1	0	0	12	11.534376	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,738	0.67	0.54	0.195	1.619	0.74	0.3305	0.465	1	0	0	11	11.891251	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,739	0.675	0.525	0.16	1.2835	0.572	0.2755	0.3545	0	0	1	13	10.692655	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,740	0.675	0.51	0.195	1.382	0.6045	0.3175	0.3965	1	0	0	10	11.240388	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,749	0.71	0.575	0.215	2.009	0.9895	0.4475	0.502	0	0	1	11	11.754731	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,754	0.72	0.55	0.205	2.125	1.1455	0.4425	0.511	0	0	1	13	11.754731	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,758	0.735	0.59	0.215	1.747	0.7275	0.403	0.557	0	0	1	11	13.180222	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,762	0.77	0.62	0.195	2.5155	1.1155	0.6415	0.642	0	0	1	12	12.318831	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,768	0.435	0.3	0.12	0.5965	0.259	0.139	0.1645	0	1	0	8	8.959912	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,771	0.455	0.325	0.135	0.82	0.4005	0.1715	0.211	0	1	0	8	9.514712	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,774	0.465	0.36	0.115	0.5795	0.295	0.1395	0.12	0	0	1	7	9.070732	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,775	0.485	0.365	0.105	0.5205	0.195	0.123	0.182	0	1	0	8	9.33903	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,780	0.515	0.35	0.155	0.9225	0.4185	0.198	0.273	0	0	1	9	10.318461	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,783	0.525	0.38	0.125	0.65	0.303	0.155	0.159	0	0	1	7	9.072077	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250

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