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
363	0.6	0.48	0.15	1.029	0.4085	0.2705	0.295	1	0	0	16	11.30845	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
365	0.63	0.515	0.16	1.016	0.4215	0.244	0.355	0	0	1	19	11.988009	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
370	0.65	0.545	0.165	1.566	0.6645	0.3455	0.415	1	0	0	16	11.433116	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
373	0.7	0.575	0.17	1.31	0.5095	0.314	0.42	1	0	0	14	12.024988	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
375	0.675	0.545	0.195	1.7345	0.6845	0.3695	0.605	1	0	0	20	13.255502	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
378	0.565	0.465	0.175	0.995	0.3895	0.183	0.37	0	0	1	15	13.333576	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
382	0.485	0.4	0.135	0.663	0.313	0.137	0.2	0	0	1	10	9.942677	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
390	0.415	0.325	0.1	0.3215	0.1535	0.0595	0.105	0	1	0	10	7.598697	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
391	0.475	0.375	0.125	0.593	0.277	0.115	0.18	0	0	1	10	9.61219	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
392	0.47	0.375	0.125	0.5615	0.252	0.137	0.18	1	0	0	10	9.964883	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
395	0.39	0.31	0.1	0.302	0.116	0.064	0.115	0	1	0	11	8.056516	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
396	0.5	0.395	0.14	0.7155	0.3165	0.176	0.24	1	0	0	10	10.604714	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
399	0.585	0.455	0.15	0.987	0.4355	0.2075	0.31	0	0	1	11	11.023773	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
410	0.59	0.5	0.165	1.1045	0.4565	0.2425	0.34	0	0	1	15	10.98383	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
411	0.585	0.475	0.12	0.945	0.41	0.2115	0.28	0	0	1	14	10.250807	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
414	0.605	0.495	0.17	1.2385	0.528	0.2465	0.39	1	0	0	14	11.640942	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
418	0.63	0.5	0.155	1.005	0.367	0.199	0.36	1	0	0	16	13.144101	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
421	0.49	0.38	0.12	0.529	0.2165	0.139	0.155	0	1	0	11	8.525774	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
431	0.6	0.47	0.155	1.036	0.4375	0.196	0.325	0	0	1	20	11.420755	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
434	0.44	0.345	0.1	0.366	0.122	0.0905	0.12	0	1	0	13	8.109949	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
439	0.5	0.415	0.165	0.6885	0.249	0.138	0.25	0	0	1	13	12.517745	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
440	0.36	0.275	0.11	0.2335	0.095	0.0525	0.085	0	1	0	10	7.649869	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
456	0.64	0.54	0.175	1.221	0.51	0.259	0.39	1	0	0	15	11.640942	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
457	0.36	0.28	0.105	0.199	0.0695	0.045	0.08	0	1	0	9	7.625588	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
458	0.415	0.31	0.11	0.2965	0.123	0.057	0.0995	0	1	0	10	7.782907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
509	0.56	0.445	0.155	0.8735	0.3005	0.209	0.275	0	1	0	16	11.426303	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
512	0.49	0.38	0.145	0.6725	0.249	0.181	0.21	1	0	0	10	11.600187	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
514	0.275	0.195	0.07	0.08	0.031	0.0215	0.025	1	0	0	5	7.083302	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
518	0.325	0.23	0.09	0.147	0.06	0.034	0.045	0	0	1	4	7.677704	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
521	0.36	0.27	0.09	0.1885	0.0845	0.0385	0.055	1	0	0	5	8.568182	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
531	0.46	0.355	0.13	0.458	0.192	0.1055	0.13	1	0	0	13	9.430392	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
536	0.52	0.405	0.14	0.5775	0.2	0.145	0.179	0	1	0	11	9.961888	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
542	0.42	0.325	0.115	0.2885	0.1	0.057	0.1135	0	0	1	15	9.331826	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
546	0.255	0.195	0.065	0.08	0.0315	0.018	0.027	0	0	1	8	6.604861	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
560	0.44	0.34	0.105	0.364	0.148	0.0805	0.1175	1	0	0	8	9.330072	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
565	0.35	0.255	0.065	0.179	0.0705	0.0385	0.06	0	0	1	10	8.542998	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
567	0.435	0.33	0.125	0.406	0.1685	0.1055	0.096	0	1	0	12	7.820012	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
575	0.61	0.475	0.14	1.133	0.5275	0.2355	0.35	1	0	0	11	10.622361	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
576	0.56	0.425	0.14	0.9175	0.4005	0.1975	0.26	0	1	0	10	10.958822	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
577	0.585	0.435	0.175	0.982	0.4055	0.2495	0.27	1	0	0	10	10.424665	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
578	0.58	0.445	0.15	0.8865	0.383	0.209	0.255	0	1	0	11	10.572876	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
582	0.645	0.525	0.19	1.4635	0.6615	0.3435	0.435	1	0	0	19	11.464841	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
584	0.41	0.305	0.1	0.363	0.1735	0.065	0.11	1	0	0	11	8.90048	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
588	0.45	0.335	0.14	0.4625	0.164	0.076	0.15	0	0	1	14	10.260991	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
590	0.51	0.4	0.15	0.745	0.2865	0.1675	0.235	0	1	0	13	10.319197	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
592	0.525	0.41	0.175	0.874	0.3585	0.207	0.205	0	1	0	18	9.864131	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
593	0.66	0.52	0.18	1.514	0.526	0.2975	0.42	1	0	0	19	12.03969	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
594	0.535	0.42	0.15	0.6995	0.2575	0.153	0.24	0	0	1	12	11.669071	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
595	0.575	0.455	0.18	0.8525	0.3015	0.1825	0.3	0	1	0	13	12.658478	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
601	0.385	0.315	0.11	0.286	0.1225	0.0635	0.0835	1	0	0	10	8.825704	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
607	0.485	0.37	0.13	0.458	0.181	0.113	0.136	0	1	0	10	8.331264	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
610	0.44	0.345	0.17	0.4085	0.15	0.0825	0.1515	1	0	0	12	10.347609	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
612	0.325	0.24	0.075	0.155	0.0475	0.0355	0.06	0	0	1	9	8.262907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
613	0.495	0.37	0.125	0.4775	0.185	0.0705	0.169	0	1	0	18	9.435699	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
617	0.32	0.24	0.085	0.17	0.0655	0.047	0.049	0	0	1	7	7.762431	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
630	0.475	0.365	0.115	0.49	0.223	0.1235	0.1335	0	1	0	9	8.261659	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
632	0.46	0.365	0.125	0.467	0.1895	0.0945	0.158	0	0	1	10	9.68147	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
636	0.38	0.235	0.1	0.258	0.1055	0.054	0.08	0	0	1	7	8.385526	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
646	0.33	0.215	0.075	0.1145	0.045	0.0265	0.035	0	0	1	6	7.17944	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
647	0.48	0.375	0.145	0.777	0.216	0.13	0.17	0	0	1	9	10.619907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
650	0.255	0.18	0.065	0.079	0.034	0.014	0.025	0	0	1	5	6.585751	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
653	0.31	0.225	0.08	0.1345	0.054	0.024	0.05	0	0	1	7	7.726215	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
655	0.295	0.215	0.075	0.129	0.05	0.0295	0.04	0	0	1	7	7.17944	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
656	0.555	0.435	0.165	0.97	0.336	0.2315	0.295	1	0	0	17	12.454481	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
657	0.615	0.515	0.17	1.14	0.4305	0.2245	0.42	1	0	0	16	13.632517	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
663	0.38	0.305	0.105	0.281	0.1045	0.0615	0.09	1	0	0	12	8.815922	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
671	0.5	0.38	0.155	0.655	0.2405	0.143	0.205	1	0	0	17	11.658497	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
672	0.53	0.41	0.165	0.8115	0.24	0.169	0.24	1	0	0	19	12.33473	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
681	0.485	0.37	0.14	0.5725	0.204	0.1415	0.175	0	0	1	10	10.712459	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
684	0.51	0.4	0.14	0.6515	0.2455	0.1665	0.185	0	0	1	10	10.387772	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
693	0.38	0.29	0.12	0.283	0.1175	0.0655	0.085	0	0	1	9	8.833666	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
698	0.43	0.335	0.12	0.444	0.155	0.1145	0.14	1	0	0	13	9.612355	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
699	0.395	0.315	0.105	0.3515	0.1185	0.091	0.1195	1	0	0	16	9.330072	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
700	0.385	0.285	0.105	0.2905	0.1215	0.0685	0.0875	0	0	1	12	8.807894	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
703	0.395	0.295	0.115	0.316	0.1205	0.0595	0.1105	0	0	1	12	8.959985	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
705	0.415	0.325	0.14	0.417	0.1535	0.1015	0.144	0	0	1	10	10.260991	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
709	0.295	0.225	0.09	0.1105	0.0405	0.0245	0.032	0	1	0	7	6.673452	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
711	0.375	0.3	0.1	0.2465	0.104	0.0475	0.083	0	0	1	11	8.750143	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
715	0.275	0.2	0.065	0.1035	0.0475	0.0205	0.03	0	1	0	7	6.08392	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
723	0.525	0.41	0.13	0.99	0.3865	0.243	0.295	0	0	1	15	12.158317	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
727	0.48	0.375	0.105	0.525	0.2185	0.1195	0.155	1	0	0	12	9.57104	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
734	0.525	0.425	0.12	0.8665	0.2825	0.176	0.29	0	0	1	18	11.734741	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
743	0.52	0.405	0.14	0.8175	0.2795	0.183	0.26	1	0	0	17	11.90888	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
747	0.52	0.385	0.14	0.6595	0.2485	0.2035	0.16	0	0	1	9	10.210273	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
756	0.615	0.525	0.155	1.1375	0.367	0.236	0.37	0	0	1	20	13.251918	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
758	0.57	0.44	0.155	1.116	0.4775	0.2315	0.27	0	0	1	13	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
762	0.54	0.44	0.135	0.959	0.2385	0.221	0.3	1	0	0	17	13.693064	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
763	0.64	0.51	0.19	1.613	0.6215	0.361	0.47	0	0	1	14	12.227703	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
767	0.345	0.27	0.095	0.197	0.0665	0.05	0.07	0	0	1	9	8.693747	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
770	0.53	0.455	0.165	0.9805	0.3155	0.2815	0.2965	1	0	0	11	12.839092	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
773	0.455	0.34	0.135	0.462	0.1675	0.158	0.12	0	0	1	9	9.593302	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
785	0.55	0.415	0.175	1.042	0.3295	0.2325	0.2905	0	0	1	15	11.78102	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
786	0.515	0.39	0.13	0.5755	0.1975	0.13	0.1845	1	0	0	9	10.208232	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
808	0.44	0.34	0.13	0.4195	0.153	0.1155	0.13	1	0	0	10	9.430392	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
815	0.325	0.25	0.08	0.1735	0.0765	0.0345	0.049	0	1	0	7	6.877728	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
825	0.395	0.29	0.095	0.319	0.138	0.08	0.082	0	1	0	7	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
833	0.445	0.335	0.1	0.4895	0.2745	0.086	0.1105	0	1	0	7	7.506389	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
838	0.48	0.365	0.135	0.6395	0.2945	0.113	0.175	1	0	0	8	9.650206	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
839	0.485	0.355	0.105	0.498	0.2175	0.096	0.1525	0	1	0	9	8.429106	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
842	0.5	0.4	0.125	0.5975	0.27	0.1275	0.166	0	0	1	9	9.809346	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250

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