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
136	0.305	0.23	0.08	0.156	0.0675	0.0345	0.048	1	0	0	7	7.2434	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
142	0.65	0.52	0.19	1.3445	0.519	0.306	0.4465	0	0	1	16	13.112422	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
143	0.56	0.455	0.155	0.797	0.34	0.19	0.2425	0	0	1	11	10.320784	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
160	0.605	0.465	0.165	1.056	0.4215	0.2475	0.34	0	0	1	13	11.787065	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
163	0.725	0.56	0.21	2.141	0.65	0.398	1.005	1	0	0	18	18.646139	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
171	0.53	0.395	0.145	0.775	0.308	0.169	0.255	1	0	0	7	12.95076	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
174	0.235	0.16	0.04	0.048	0.0185	0.018	0.015	0	1	0	5	4.634238	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
177	0.315	0.245	0.085	0.1435	0.053	0.0475	0.05	0	1	0	8	7.005699	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
193	0.355	0.275	0.085	0.22	0.092	0.06	0.15	0	1	0	8	11.085763	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
198	0.56	0.45	0.16	0.922	0.432	0.178	0.26	0	0	1	15	10.250041	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
208	0.525	0.415	0.17	0.8325	0.2755	0.1685	0.31	1	0	0	13	15.425786	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
229	0.53	0.415	0.16	0.783	0.2935	0.158	0.245	1	0	0	15	11.817929	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
230	0.555	0.445	0.135	0.836	0.336	0.1625	0.275	0	0	1	13	11.183387	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
234	0.44	0.35	0.135	0.435	0.1815	0.083	0.125	0	1	0	12	8.798551	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
236	0.075	0.055	0.01	0.002	0.001	0.0005	0.0015	0	1	0	1	3.041106	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
245	0.35	0.26	0.085	0.174	0.0705	0.0345	0.06	0	1	0	10	6.53732	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
256	0.56	0.45	0.185	1.07	0.3805	0.175	0.41	0	0	1	19	16.554229	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
259	0.59	0.475	0.16	1.1015	0.4775	0.2555	0.295	1	0	0	13	10.11791	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
275	0.655	0.54	0.215	1.844	0.7425	0.327	0.585	0	0	1	22	15.655737	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
279	0.515	0.425	0.135	0.712	0.2665	0.1605	0.25	1	0	0	11	11.999285	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
284	0.515	0.38	0.175	0.9565	0.325	0.158	0.31	0	0	1	14	15.864986	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
294	0.6	0.495	0.195	1.0575	0.384	0.19	0.375	0	0	1	26	15.431418	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
300	0.405	0.305	0.095	0.3485	0.1455	0.0895	0.1	1	0	0	9	8.425475	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
301	0.54	0.435	0.175	0.892	0.322	0.174	0.335	1	0	0	13	14.282402	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
303	0.36	0.27	0.1	0.217	0.0885	0.0495	0.0715	0	0	1	6	8.301897	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
305	0.2	0.145	0.06	0.037	0.0125	0.0095	0.011	0	1	0	4	4.086494	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
307	0.645	0.515	0.24	1.5415	0.471	0.369	0.535	0	0	1	13	16.661677	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
308	0.55	0.41	0.125	0.7605	0.2505	0.1635	0.195	0	0	1	14	11.475139	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
319	0.33	0.255	0.095	0.172	0.066	0.0255	0.06	0	1	0	6	8.505305	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
321	0.19	0.145	0.04	0.038	0.0165	0.0065	0.015	0	1	0	4	4.023681	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
329	0.36	0.28	0.09	0.2255	0.0885	0.04	0.09	0	1	0	8	8.028827	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
330	0.5	0.38	0.155	0.5955	0.2135	0.161	0.2	0	0	1	12	12.542904	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
334	0.74	0.6	0.195	1.974	0.598	0.4085	0.71	1	0	0	16	17.846564	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
338	0.62	0.475	0.185	1.325	0.6045	0.325	0.33	0	0	1	13	10.134294	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
342	0.62	0.465	0.185	1.274	0.579	0.3065	0.32	0	0	1	12	10.403639	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
351	0.585	0.45	0.17	0.8685	0.3325	0.1635	0.27	1	0	0	22	11.301146	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
354	0.635	0.515	0.17	1.275	0.509	0.286	0.34	0	0	1	16	10.64145	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
357	0.645	0.525	0.19	1.8085	0.7035	0.3885	0.395	1	0	0	18	11.514164	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
361	0.59	0.465	0.15	0.997	0.392	0.246	0.34	1	0	0	12	12.159574	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
363	0.6	0.48	0.15	1.029	0.4085	0.2705	0.295	1	0	0	16	11.028158	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
365	0.63	0.515	0.16	1.016	0.4215	0.244	0.355	0	0	1	19	11.915298	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
370	0.65	0.545	0.165	1.566	0.6645	0.3455	0.415	1	0	0	16	11.133919	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
373	0.7	0.575	0.17	1.31	0.5095	0.314	0.42	1	0	0	14	14.172548	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
375	0.675	0.545	0.195	1.7345	0.6845	0.3695	0.605	1	0	0	20	14.034453	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
378	0.565	0.465	0.175	0.995	0.3895	0.183	0.37	0	0	1	15	15.085704	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
382	0.485	0.4	0.135	0.663	0.313	0.137	0.2	0	0	1	10	9.302384	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
390	0.415	0.325	0.1	0.3215	0.1535	0.0595	0.105	0	1	0	10	7.288306	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
391	0.475	0.375	0.125	0.593	0.277	0.115	0.18	0	0	1	10	9.160253	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
392	0.47	0.375	0.125	0.5615	0.252	0.137	0.18	1	0	0	10	10.080258	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
395	0.39	0.31	0.1	0.302	0.116	0.064	0.115	0	1	0	11	8.113746	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
396	0.5	0.395	0.14	0.7155	0.3165	0.176	0.24	1	0	0	10	10.837022	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
399	0.585	0.455	0.15	0.987	0.4355	0.2075	0.31	0	0	1	11	11.093247	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
410	0.59	0.5	0.165	1.1045	0.4565	0.2425	0.34	0	0	1	15	10.763536	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
411	0.585	0.475	0.12	0.945	0.41	0.2115	0.28	0	0	1	14	10.465211	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
414	0.605	0.495	0.17	1.2385	0.528	0.2465	0.39	1	0	0	14	11.219999	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
418	0.63	0.5	0.155	1.005	0.367	0.199	0.36	1	0	0	16	13.897278	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
421	0.49	0.38	0.12	0.529	0.2165	0.139	0.155	0	1	0	11	8.436396	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
431	0.6	0.47	0.155	1.036	0.4375	0.196	0.325	0	0	1	20	11.372171	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
434	0.44	0.345	0.1	0.366	0.122	0.0905	0.12	0	1	0	13	8.548636	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
439	0.5	0.415	0.165	0.6885	0.249	0.138	0.25	0	0	1	13	14.087168	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
440	0.36	0.275	0.11	0.2335	0.095	0.0525	0.085	0	1	0	10	7.776055	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
456	0.64	0.54	0.175	1.221	0.51	0.259	0.39	1	0	0	15	11.720809	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
457	0.36	0.28	0.105	0.199	0.0695	0.045	0.08	0	1	0	9	8.118745	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
458	0.415	0.31	0.11	0.2965	0.123	0.057	0.0995	0	1	0	10	7.615319	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
509	0.56	0.445	0.155	0.8735	0.3005	0.209	0.275	0	1	0	16	11.133181	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
512	0.49	0.38	0.145	0.6725	0.249	0.181	0.21	1	0	0	10	12.472374	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
514	0.275	0.195	0.07	0.08	0.031	0.0215	0.025	1	0	0	5	5.172321	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
518	0.325	0.23	0.09	0.147	0.06	0.034	0.045	0	0	1	4	6.654159	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
521	0.36	0.27	0.09	0.1885	0.0845	0.0385	0.055	1	0	0	5	8.290952	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
531	0.46	0.355	0.13	0.458	0.192	0.1055	0.13	1	0	0	13	9.792829	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
536	0.52	0.405	0.14	0.5775	0.2	0.145	0.179	0	1	0	11	9.774694	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
542	0.42	0.325	0.115	0.2885	0.1	0.057	0.1135	0	0	1	15	9.934417	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
546	0.255	0.195	0.065	0.08	0.0315	0.018	0.027	0	0	1	8	5.621643	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
560	0.44	0.34	0.105	0.364	0.148	0.0805	0.1175	1	0	0	8	9.508992	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
565	0.35	0.255	0.065	0.179	0.0705	0.0385	0.06	0	0	1	10	9.08014	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
567	0.435	0.33	0.125	0.406	0.1685	0.1055	0.096	0	1	0	12	7.237364	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
575	0.61	0.475	0.14	1.133	0.5275	0.2355	0.35	1	0	0	11	10.67546	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
576	0.56	0.425	0.14	0.9175	0.4005	0.1975	0.26	0	1	0	10	10.327983	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
577	0.585	0.435	0.175	0.982	0.4055	0.2495	0.27	1	0	0	10	9.932863	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
578	0.58	0.445	0.15	0.8865	0.383	0.209	0.255	0	1	0	11	9.847869	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
582	0.645	0.525	0.19	1.4635	0.6615	0.3435	0.435	1	0	0	19	10.946287	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
584	0.41	0.305	0.1	0.363	0.1735	0.065	0.11	1	0	0	11	8.427491	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
588	0.45	0.335	0.14	0.4625	0.164	0.076	0.15	0	0	1	14	10.566581	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
590	0.51	0.4	0.15	0.745	0.2865	0.1675	0.235	0	1	0	13	10.898422	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
592	0.525	0.41	0.175	0.874	0.3585	0.207	0.205	0	1	0	18	10.80479	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
593	0.66	0.52	0.18	1.514	0.526	0.2975	0.42	1	0	0	19	14.15023	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
594	0.535	0.42	0.15	0.6995	0.2575	0.153	0.24	0	0	1	12	11.589857	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
595	0.575	0.455	0.18	0.8525	0.3015	0.1825	0.3	0	1	0	13	14.037919	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
601	0.385	0.315	0.11	0.286	0.1225	0.0635	0.0835	1	0	0	10	9.096237	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
607	0.485	0.37	0.13	0.458	0.181	0.113	0.136	0	1	0	10	8.116031	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
610	0.44	0.345	0.17	0.4085	0.15	0.0825	0.1515	1	0	0	12	10.420029	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
612	0.325	0.24	0.075	0.155	0.0475	0.0355	0.06	0	0	1	9	8.85087	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
613	0.495	0.37	0.125	0.4775	0.185	0.0705	0.169	0	1	0	18	9.70409	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
617	0.32	0.24	0.085	0.17	0.0655	0.047	0.049	0	0	1	7	8.444321	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
630	0.475	0.365	0.115	0.49	0.223	0.1235	0.1335	0	1	0	9	7.848239	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
632	0.46	0.365	0.125	0.467	0.1895	0.0945	0.158	0	0	1	10	9.86797	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
636	0.38	0.235	0.1	0.258	0.1055	0.054	0.08	0	0	1	7	8.190402	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
646	0.33	0.215	0.075	0.1145	0.045	0.0265	0.035	0	0	1	6	6.222764	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
647	0.48	0.375	0.145	0.777	0.216	0.13	0.17	0	0	1	9	14.411714	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000
650	0.255	0.18	0.065	0.079	0.034	0.014	0.025	0	0	1	5	5.444809	RandomForestRegressor	16,249,790,900	130,000,500	38,073,996	9	-1	1,000

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