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
584	0.41	0.305	0.1	0.363	0.1735	0.065	0.11	1	0	0	11	8.437622	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
588	0.45	0.335	0.14	0.4625	0.164	0.076	0.15	0	0	1	14	10.314239	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
590	0.51	0.4	0.15	0.745	0.2865	0.1675	0.235	0	1	0	13	11.186027	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
592	0.525	0.41	0.175	0.874	0.3585	0.207	0.205	0	1	0	18	10.549492	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
593	0.66	0.52	0.18	1.514	0.526	0.2975	0.42	1	0	0	19	13.904175	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
594	0.535	0.42	0.15	0.6995	0.2575	0.153	0.24	0	0	1	12	12.210629	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
595	0.575	0.455	0.18	0.8525	0.3015	0.1825	0.3	0	1	0	13	13.039739	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
601	0.385	0.315	0.11	0.286	0.1225	0.0635	0.0835	1	0	0	10	8.675956	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
607	0.485	0.37	0.13	0.458	0.181	0.113	0.136	0	1	0	10	8.137177	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
610	0.44	0.345	0.17	0.4085	0.15	0.0825	0.1515	1	0	0	12	11.405525	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
612	0.325	0.24	0.075	0.155	0.0475	0.0355	0.06	0	0	1	9	8.125851	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
613	0.495	0.37	0.125	0.4775	0.185	0.0705	0.169	0	1	0	18	9.427381	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
617	0.32	0.24	0.085	0.17	0.0655	0.047	0.049	0	0	1	7	7.766463	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
630	0.475	0.365	0.115	0.49	0.223	0.1235	0.1335	0	1	0	9	8.123885	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
632	0.46	0.365	0.125	0.467	0.1895	0.0945	0.158	0	0	1	10	9.808224	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
636	0.38	0.235	0.1	0.258	0.1055	0.054	0.08	0	0	1	7	7.891786	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
646	0.33	0.215	0.075	0.1145	0.045	0.0265	0.035	0	0	1	6	6.796005	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
647	0.48	0.375	0.145	0.777	0.216	0.13	0.17	0	0	1	9	13.272385	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
650	0.255	0.18	0.065	0.079	0.034	0.014	0.025	0	0	1	5	6.251252	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
653	0.31	0.225	0.08	0.1345	0.054	0.024	0.05	0	0	1	7	7.65341	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
655	0.295	0.215	0.075	0.129	0.05	0.0295	0.04	0	0	1	7	6.796005	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
656	0.555	0.435	0.165	0.97	0.336	0.2315	0.295	1	0	0	17	12.51006	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
657	0.615	0.515	0.17	1.14	0.4305	0.2245	0.42	1	0	0	16	14.664555	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
663	0.38	0.305	0.105	0.281	0.1045	0.0615	0.09	1	0	0	12	8.961413	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
671	0.5	0.38	0.155	0.655	0.2405	0.143	0.205	1	0	0	17	13.149344	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
672	0.53	0.41	0.165	0.8115	0.24	0.169	0.24	1	0	0	19	14.443104	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
681	0.485	0.37	0.14	0.5725	0.204	0.1415	0.175	0	0	1	10	11.659355	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
684	0.51	0.4	0.14	0.6515	0.2455	0.1665	0.185	0	0	1	10	10.754885	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
693	0.38	0.29	0.12	0.283	0.1175	0.0655	0.085	0	0	1	9	8.988153	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
698	0.43	0.335	0.12	0.444	0.155	0.1145	0.14	1	0	0	13	9.980766	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
699	0.395	0.315	0.105	0.3515	0.1185	0.091	0.1195	1	0	0	16	9.414023	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
700	0.385	0.285	0.105	0.2905	0.1215	0.0685	0.0875	0	0	1	12	8.468983	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
703	0.395	0.295	0.115	0.316	0.1205	0.0595	0.1105	0	0	1	12	8.74381	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
705	0.415	0.325	0.14	0.417	0.1535	0.1015	0.144	0	0	1	10	10.693761	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
709	0.295	0.225	0.09	0.1105	0.0405	0.0245	0.032	0	1	0	7	6.608872	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
711	0.375	0.3	0.1	0.2465	0.104	0.0475	0.083	0	0	1	11	8.697008	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
715	0.275	0.2	0.065	0.1035	0.0475	0.0205	0.03	0	1	0	7	5.612409	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
723	0.525	0.41	0.13	0.99	0.3865	0.243	0.295	0	0	1	15	14.531948	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
727	0.48	0.375	0.105	0.525	0.2185	0.1195	0.155	1	0	0	12	9.486447	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
734	0.525	0.425	0.12	0.8665	0.2825	0.176	0.29	0	0	1	18	13.178585	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
743	0.52	0.405	0.14	0.8175	0.2795	0.183	0.26	1	0	0	17	13.89947	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
747	0.52	0.385	0.14	0.6595	0.2485	0.2035	0.16	0	0	1	9	10.885	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
756	0.615	0.525	0.155	1.1375	0.367	0.236	0.37	0	0	1	20	13.198668	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
758	0.57	0.44	0.155	1.116	0.4775	0.2315	0.27	0	0	1	13	9.694891	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
762	0.54	0.44	0.135	0.959	0.2385	0.221	0.3	1	0	0	17	15.006507	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
763	0.64	0.51	0.19	1.613	0.6215	0.361	0.47	0	0	1	14	12.469933	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
767	0.345	0.27	0.095	0.197	0.0665	0.05	0.07	0	0	1	9	8.931882	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
770	0.53	0.455	0.165	0.9805	0.3155	0.2815	0.2965	1	0	0	11	14.027708	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
773	0.455	0.34	0.135	0.462	0.1675	0.158	0.12	0	0	1	9	9.588958	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
785	0.55	0.415	0.175	1.042	0.3295	0.2325	0.2905	0	0	1	15	15.300211	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
786	0.515	0.39	0.13	0.5755	0.1975	0.13	0.1845	1	0	0	9	10.846078	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
808	0.44	0.34	0.13	0.4195	0.153	0.1155	0.13	1	0	0	10	9.956137	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
815	0.325	0.25	0.08	0.1735	0.0765	0.0345	0.049	0	1	0	7	6.412131	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
825	0.395	0.29	0.095	0.319	0.138	0.08	0.082	0	1	0	7	6.772296	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
833	0.445	0.335	0.1	0.4895	0.2745	0.086	0.1105	0	1	0	7	6.597725	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
838	0.48	0.365	0.135	0.6395	0.2945	0.113	0.175	1	0	0	8	8.796588	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
839	0.485	0.355	0.105	0.498	0.2175	0.096	0.1525	0	1	0	9	8.186497	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
842	0.5	0.4	0.125	0.5975	0.27	0.1275	0.166	0	0	1	9	9.31448	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
853	0.57	0.455	0.15	0.952	0.3895	0.2155	0.2745	0	0	1	9	11.224581	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
869	0.615	0.51	0.15	1.296	0.545	0.3315	0.32	0	0	1	9	10.477124	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
871	0.62	0.505	0.16	1.3725	0.6285	0.275	0.3685	1	0	0	11	10.439288	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
877	0.635	0.5	0.15	1.376	0.6495	0.361	0.31	1	0	0	10	9.966302	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
878	0.635	0.485	0.165	1.2945	0.668	0.2605	0.2715	1	0	0	9	9.501143	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
879	0.64	0.51	0.165	1.486	0.7595	0.332	0.321	1	0	0	8	10.517486	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
884	0.66	0.52	0.19	1.558	0.755	0.298	0.4	0	0	1	10	10.795054	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
885	0.67	0.585	0.16	1.309	0.5445	0.2945	0.413	1	0	0	10	20.699814	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
887	0.675	0.525	0.155	1.4785	0.628	0.3405	0.42	1	0	0	9	11.420625	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
890	0.695	0.56	0.22	1.834	0.8455	0.422	0.455	1	0	0	11	11.073049	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
897	0.265	0.195	0.06	0.092	0.0345	0.025	0.0245	0	1	0	6	5.612409	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
898	0.28	0.12	0.075	0.117	0.0455	0.029	0.0345	0	1	0	4	5.681082	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
899	0.295	0.23	0.08	0.1625	0.065	0.05	0.0385	0	1	0	5	6.385404	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
915	0.375	0.28	0.09	0.215	0.084	0.06	0.055	0	1	0	6	6.953939	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
921	0.42	0.32	0.115	0.376	0.169	0.092	0.1	0	1	0	5	7.290735	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
924	0.425	0.315	0.1	0.377	0.1645	0.072	0.105	0	1	0	6	7.153991	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
926	0.43	0.325	0.09	0.425	0.217	0.087	0.095	0	1	0	7	6.627456	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
927	0.435	0.325	0.12	0.3995	0.1815	0.061	0.1125	0	1	0	8	7.914391	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
935	0.45	0.345	0.11	0.47	0.2355	0.0855	0.1135	0	1	0	7	7.431929	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
936	0.45	0.335	0.105	0.447	0.2335	0.153	0.119	0	1	0	7	7.426547	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
938	0.455	0.375	0.12	0.497	0.2355	0.1055	0.1295	0	1	0	6	7.868254	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
939	0.46	0.36	0.1	0.4635	0.2325	0.093	0.115	0	1	0	7	7.373587	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
946	0.47	0.365	0.12	0.582	0.29	0.092	0.146	1	0	0	8	8.44925	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
948	0.475	0.36	0.12	0.5915	0.3245	0.11	0.127	1	0	0	6	7.708263	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
952	0.48	0.365	0.12	0.6015	0.312	0.117	0.14	0	0	1	7	7.964945	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
954	0.49	0.385	0.125	0.649	0.32	0.124	0.1695	0	0	1	8	9.009135	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
956	0.495	0.4	0.135	0.61	0.272	0.1435	0.144	0	0	1	7	8.912589	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
961	0.505	0.39	0.13	0.674	0.3165	0.141	0.1785	1	0	0	9	8.764034	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
969	0.51	0.41	0.145	0.796	0.3865	0.1815	0.1955	0	0	1	8	9.918794	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
970	0.515	0.43	0.14	0.834	0.367	0.2	0.23	1	0	0	8	9.582546	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
977	0.535	0.4	0.135	0.8215	0.3935	0.196	0.205	1	0	0	8	9.722925	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
981	0.55	0.43	0.14	0.8105	0.368	0.161	0.275	1	0	0	9	11.011922	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
982	0.56	0.455	0.16	0.967	0.4525	0.207	0.274	1	0	0	9	10.054089	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
991	0.58	0.46	0.15	1.1155	0.5575	0.2255	0.29	1	0	0	7	9.676635	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,012	0.625	0.49	0.175	1.3325	0.5705	0.271	0.405	0	0	1	10	11.568665	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,013	0.625	0.475	0.175	1.1435	0.4755	0.2475	0.349	1	0	0	10	10.665918	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,015	0.625	0.485	0.2	1.38	0.5845	0.302	0.401	1	0	0	9	11.924562	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,020	0.635	0.525	0.185	1.4065	0.684	0.3	0.3745	0	0	1	10	10.583587	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,025	0.645	0.52	0.175	1.636	0.779	0.342	0.432	0	0	1	11	10.6627	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,027	0.645	0.505	0.165	1.4325	0.684	0.308	0.336	1	0	0	8	10.394674	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,031	0.65	0.495	0.16	1.304	0.57	0.312	0.3725	0	0	1	9	10.400968	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250
1,032	0.65	0.52	0.21	1.6785	0.6665	0.308	0.46	0	0	1	11	13.205201	XGBRegressor	115,301,900	3,611,500	294,256	3	0.1	250

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