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
177	0.315	0.245	0.085	0.1435	0.053	0.0475	0.05	0	1	0	8	7.174613	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
193	0.355	0.275	0.085	0.22	0.092	0.06	0.15	0	1	0	8	10.893601	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
198	0.56	0.45	0.16	0.922	0.432	0.178	0.26	0	0	1	15	10.135402	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
208	0.525	0.415	0.17	0.8325	0.2755	0.1685	0.31	1	0	0	13	17.43247	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
229	0.53	0.415	0.16	0.783	0.2935	0.158	0.245	1	0	0	15	12.482009	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
230	0.555	0.445	0.135	0.836	0.336	0.1625	0.275	0	0	1	13	10.844222	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
234	0.44	0.35	0.135	0.435	0.1815	0.083	0.125	0	1	0	12	9.37602	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
236	0.075	0.055	0.01	0.002	0.001	0.0005	0.0015	0	1	0	1	3.837797	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
245	0.35	0.26	0.085	0.174	0.0705	0.0345	0.06	0	1	0	10	6.451295	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
256	0.56	0.45	0.185	1.07	0.3805	0.175	0.41	0	0	1	19	20.175644	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
259	0.59	0.475	0.16	1.1015	0.4775	0.2555	0.295	1	0	0	13	10.434258	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
275	0.655	0.54	0.215	1.844	0.7425	0.327	0.585	0	0	1	22	15.552086	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
279	0.515	0.425	0.135	0.712	0.2665	0.1605	0.25	1	0	0	11	10.795393	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
284	0.515	0.38	0.175	0.9565	0.325	0.158	0.31	0	0	1	14	18.328	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
294	0.6	0.495	0.195	1.0575	0.384	0.19	0.375	0	0	1	26	18.333055	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
300	0.405	0.305	0.095	0.3485	0.1455	0.0895	0.1	1	0	0	9	8.698686	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
301	0.54	0.435	0.175	0.892	0.322	0.174	0.335	1	0	0	13	14.11939	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
303	0.36	0.27	0.1	0.217	0.0885	0.0495	0.0715	0	0	1	6	8.29964	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
305	0.2	0.145	0.06	0.037	0.0125	0.0095	0.011	0	1	0	4	4.324378	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
307	0.645	0.515	0.24	1.5415	0.471	0.369	0.535	0	0	1	13	19.757425	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
308	0.55	0.41	0.125	0.7605	0.2505	0.1635	0.195	0	0	1	14	11.558226	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
319	0.33	0.255	0.095	0.172	0.066	0.0255	0.06	0	1	0	6	7.344779	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
321	0.19	0.145	0.04	0.038	0.0165	0.0065	0.015	0	1	0	4	4.010072	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
329	0.36	0.28	0.09	0.2255	0.0885	0.04	0.09	0	1	0	8	8.100746	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
330	0.5	0.38	0.155	0.5955	0.2135	0.161	0.2	0	0	1	12	12.753523	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
334	0.74	0.6	0.195	1.974	0.598	0.4085	0.71	1	0	0	16	24.293964	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
338	0.62	0.475	0.185	1.325	0.6045	0.325	0.33	0	0	1	13	9.478075	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
342	0.62	0.465	0.185	1.274	0.579	0.3065	0.32	0	0	1	12	9.656021	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
351	0.585	0.45	0.17	0.8685	0.3325	0.1635	0.27	1	0	0	22	11.944147	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
354	0.635	0.515	0.17	1.275	0.509	0.286	0.34	0	0	1	16	10.124748	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
357	0.645	0.525	0.19	1.8085	0.7035	0.3885	0.395	1	0	0	18	13.361009	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
361	0.59	0.465	0.15	0.997	0.392	0.246	0.34	1	0	0	12	12.364799	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
363	0.6	0.48	0.15	1.029	0.4085	0.2705	0.295	1	0	0	16	11.587638	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
365	0.63	0.515	0.16	1.016	0.4215	0.244	0.355	0	0	1	19	11.089591	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
370	0.65	0.545	0.165	1.566	0.6645	0.3455	0.415	1	0	0	16	11.218828	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
373	0.7	0.575	0.17	1.31	0.5095	0.314	0.42	1	0	0	14	16.874895	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
375	0.675	0.545	0.195	1.7345	0.6845	0.3695	0.605	1	0	0	20	13.462687	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
378	0.565	0.465	0.175	0.995	0.3895	0.183	0.37	0	0	1	15	15.190508	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
382	0.485	0.4	0.135	0.663	0.313	0.137	0.2	0	0	1	10	9.475874	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
390	0.415	0.325	0.1	0.3215	0.1535	0.0595	0.105	0	1	0	10	7.348221	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
391	0.475	0.375	0.125	0.593	0.277	0.115	0.18	0	0	1	10	8.486389	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
392	0.47	0.375	0.125	0.5615	0.252	0.137	0.18	1	0	0	10	9.440817	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
395	0.39	0.31	0.1	0.302	0.116	0.064	0.115	0	1	0	11	8.309669	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
396	0.5	0.395	0.14	0.7155	0.3165	0.176	0.24	1	0	0	10	9.939546	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
399	0.585	0.455	0.15	0.987	0.4355	0.2075	0.31	0	0	1	11	10.208752	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
410	0.59	0.5	0.165	1.1045	0.4565	0.2425	0.34	0	0	1	15	10.456713	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
411	0.585	0.475	0.12	0.945	0.41	0.2115	0.28	0	0	1	14	12.363845	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
414	0.605	0.495	0.17	1.2385	0.528	0.2465	0.39	1	0	0	14	11.731473	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
418	0.63	0.5	0.155	1.005	0.367	0.199	0.36	1	0	0	16	14.468582	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
421	0.49	0.38	0.12	0.529	0.2165	0.139	0.155	0	1	0	11	8.691136	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
431	0.6	0.47	0.155	1.036	0.4375	0.196	0.325	0	0	1	20	13.161802	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
434	0.44	0.345	0.1	0.366	0.122	0.0905	0.12	0	1	0	13	8.750073	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
439	0.5	0.415	0.165	0.6885	0.249	0.138	0.25	0	0	1	13	14.824565	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
440	0.36	0.275	0.11	0.2335	0.095	0.0525	0.085	0	1	0	10	7.37364	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
456	0.64	0.54	0.175	1.221	0.51	0.259	0.39	1	0	0	15	12.731226	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
457	0.36	0.28	0.105	0.199	0.0695	0.045	0.08	0	1	0	9	8.209887	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
458	0.415	0.31	0.11	0.2965	0.123	0.057	0.0995	0	1	0	10	7.885036	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
509	0.56	0.445	0.155	0.8735	0.3005	0.209	0.275	0	1	0	16	10.81141	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
512	0.49	0.38	0.145	0.6725	0.249	0.181	0.21	1	0	0	10	13.013605	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
514	0.275	0.195	0.07	0.08	0.031	0.0215	0.025	1	0	0	5	5.816609	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
518	0.325	0.23	0.09	0.147	0.06	0.034	0.045	0	0	1	4	7.664146	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
521	0.36	0.27	0.09	0.1885	0.0845	0.0385	0.055	1	0	0	5	8.230033	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
531	0.46	0.355	0.13	0.458	0.192	0.1055	0.13	1	0	0	13	10.009032	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
536	0.52	0.405	0.14	0.5775	0.2	0.145	0.179	0	1	0	11	9.971444	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
542	0.42	0.325	0.115	0.2885	0.1	0.057	0.1135	0	0	1	15	10.343208	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
546	0.255	0.195	0.065	0.08	0.0315	0.018	0.027	0	0	1	8	6.183012	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
560	0.44	0.34	0.105	0.364	0.148	0.0805	0.1175	1	0	0	8	9.434528	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
565	0.35	0.255	0.065	0.179	0.0705	0.0385	0.06	0	0	1	10	8.758696	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
567	0.435	0.33	0.125	0.406	0.1685	0.1055	0.096	0	1	0	12	7.879259	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
575	0.61	0.475	0.14	1.133	0.5275	0.2355	0.35	1	0	0	11	9.974603	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
576	0.56	0.425	0.14	0.9175	0.4005	0.1975	0.26	0	1	0	10	11.308273	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
577	0.585	0.435	0.175	0.982	0.4055	0.2495	0.27	1	0	0	10	9.221507	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
578	0.58	0.445	0.15	0.8865	0.383	0.209	0.255	0	1	0	11	9.814461	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
582	0.645	0.525	0.19	1.4635	0.6615	0.3435	0.435	1	0	0	19	10.840943	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
584	0.41	0.305	0.1	0.363	0.1735	0.065	0.11	1	0	0	11	8.348626	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
588	0.45	0.335	0.14	0.4625	0.164	0.076	0.15	0	0	1	14	10.595893	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
590	0.51	0.4	0.15	0.745	0.2865	0.1675	0.235	0	1	0	13	11.598869	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
592	0.525	0.41	0.175	0.874	0.3585	0.207	0.205	0	1	0	18	10.720388	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
593	0.66	0.52	0.18	1.514	0.526	0.2975	0.42	1	0	0	19	14.727703	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
594	0.535	0.42	0.15	0.6995	0.2575	0.153	0.24	0	0	1	12	11.945088	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
595	0.575	0.455	0.18	0.8525	0.3015	0.1825	0.3	0	1	0	13	13.405158	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
601	0.385	0.315	0.11	0.286	0.1225	0.0635	0.0835	1	0	0	10	8.489391	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
607	0.485	0.37	0.13	0.458	0.181	0.113	0.136	0	1	0	10	7.914302	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
610	0.44	0.345	0.17	0.4085	0.15	0.0825	0.1515	1	0	0	12	11.871264	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
612	0.325	0.24	0.075	0.155	0.0475	0.0355	0.06	0	0	1	9	7.724083	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
613	0.495	0.37	0.125	0.4775	0.185	0.0705	0.169	0	1	0	18	9.783999	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
617	0.32	0.24	0.085	0.17	0.0655	0.047	0.049	0	0	1	7	8.400338	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
630	0.475	0.365	0.115	0.49	0.223	0.1235	0.1335	0	1	0	9	7.887524	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
632	0.46	0.365	0.125	0.467	0.1895	0.0945	0.158	0	0	1	10	10.12722	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
636	0.38	0.235	0.1	0.258	0.1055	0.054	0.08	0	0	1	7	7.932271	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
646	0.33	0.215	0.075	0.1145	0.045	0.0265	0.035	0	0	1	6	6.210109	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
647	0.48	0.375	0.145	0.777	0.216	0.13	0.17	0	0	1	9	15.94991	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
650	0.255	0.18	0.065	0.079	0.034	0.014	0.025	0	0	1	5	5.985571	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
653	0.31	0.225	0.08	0.1345	0.054	0.024	0.05	0	0	1	7	7.655215	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
655	0.295	0.215	0.075	0.129	0.05	0.0295	0.04	0	0	1	7	6.60556	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
656	0.555	0.435	0.165	0.97	0.336	0.2315	0.295	1	0	0	17	12.627089	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
657	0.615	0.515	0.17	1.14	0.4305	0.2245	0.42	1	0	0	16	15.285145	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
663	0.38	0.305	0.105	0.281	0.1045	0.0615	0.09	1	0	0	12	9.030094	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
671	0.5	0.38	0.155	0.655	0.2405	0.143	0.205	1	0	0	17	13.646538	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750
672	0.53	0.41	0.165	0.8115	0.24	0.169	0.24	1	0	0	19	13.230966	XGBRegressor	295,000,500	4,001,300	875,585	3	0.1	750

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