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
19	0.45	0.32	0.1	0.381	0.1705	0.075	0.115	0	0	1	9	8.54962	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
23	0.55	0.415	0.135	0.7635	0.318	0.21	0.2	1	0	0	9	9.320194	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
29	0.575	0.425	0.14	0.8635	0.393	0.227	0.2	0	0	1	11	9.015633	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
36	0.54	0.475	0.155	1.217	0.5305	0.3075	0.34	1	0	0	16	10.233469	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
39	0.355	0.29	0.09	0.3275	0.134	0.086	0.09	0	0	1	9	8.260172	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
41	0.55	0.425	0.135	0.8515	0.362	0.196	0.27	1	0	0	14	10.860736	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
45	0.39	0.295	0.095	0.203	0.0875	0.045	0.075	0	1	0	7	7.678716	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
52	0.485	0.36	0.13	0.5415	0.2595	0.096	0.16	0	0	1	10	8.652197	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
55	0.5	0.4	0.14	0.6615	0.2565	0.1755	0.22	1	0	0	8	11.628834	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
64	0.52	0.4	0.12	0.58	0.234	0.1315	0.185	0	0	1	8	10.38896	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
76	0.595	0.475	0.14	0.944	0.3625	0.189	0.315	0	0	1	9	12.283301	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
77	0.6	0.47	0.15	0.922	0.363	0.194	0.305	1	0	0	10	11.797058	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
82	0.52	0.425	0.165	0.9885	0.396	0.225	0.32	1	0	0	16	13.649618	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
87	0.56	0.44	0.16	0.8645	0.3305	0.2075	0.26	0	0	1	10	11.104345	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
88	0.46	0.355	0.13	0.517	0.2205	0.114	0.165	1	0	0	9	9.881462	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
102	0.53	0.435	0.16	0.883	0.316	0.164	0.335	0	0	1	15	14.634037	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
104	0.605	0.47	0.16	1.1735	0.4975	0.2405	0.345	0	0	1	12	10.725446	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
112	0.435	0.32	0.08	0.3325	0.1485	0.0635	0.105	0	1	0	9	7.01984	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
113	0.425	0.35	0.105	0.393	0.13	0.063	0.165	0	0	1	9	10.450697	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
122	0.515	0.425	0.14	0.766	0.304	0.1725	0.255	1	0	0	14	11.545609	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
133	0.35	0.26	0.095	0.211	0.086	0.056	0.068	0	1	0	7	7.003008	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
136	0.305	0.23	0.08	0.156	0.0675	0.0345	0.048	1	0	0	7	7.29649	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
142	0.65	0.52	0.19	1.3445	0.519	0.306	0.4465	0	0	1	16	13.07195	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
143	0.56	0.455	0.155	0.797	0.34	0.19	0.2425	0	0	1	11	10.310504	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
160	0.605	0.465	0.165	1.056	0.4215	0.2475	0.34	0	0	1	13	11.808215	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
163	0.725	0.56	0.21	2.141	0.65	0.398	1.005	1	0	0	18	18.581164	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
171	0.53	0.395	0.145	0.775	0.308	0.169	0.255	1	0	0	7	12.978657	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
174	0.235	0.16	0.04	0.048	0.0185	0.018	0.015	0	1	0	5	4.640222	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
177	0.315	0.245	0.085	0.1435	0.053	0.0475	0.05	0	1	0	8	7.039221	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
193	0.355	0.275	0.085	0.22	0.092	0.06	0.15	0	1	0	8	11.068426	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
198	0.56	0.45	0.16	0.922	0.432	0.178	0.26	0	0	1	15	10.211311	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
208	0.525	0.415	0.17	0.8325	0.2755	0.1685	0.31	1	0	0	13	15.475694	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
229	0.53	0.415	0.16	0.783	0.2935	0.158	0.245	1	0	0	15	11.873853	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
230	0.555	0.445	0.135	0.836	0.336	0.1625	0.275	0	0	1	13	11.145943	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
234	0.44	0.35	0.135	0.435	0.1815	0.083	0.125	0	1	0	12	8.780257	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
236	0.075	0.055	0.01	0.002	0.001	0.0005	0.0015	0	1	0	1	3.022808	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
245	0.35	0.26	0.085	0.174	0.0705	0.0345	0.06	0	1	0	10	6.520727	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
256	0.56	0.45	0.185	1.07	0.3805	0.175	0.41	0	0	1	19	16.621399	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
259	0.59	0.475	0.16	1.1015	0.4775	0.2555	0.295	1	0	0	13	10.124964	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
275	0.655	0.54	0.215	1.844	0.7425	0.327	0.585	0	0	1	22	15.724154	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
279	0.515	0.425	0.135	0.712	0.2665	0.1605	0.25	1	0	0	11	11.932687	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
284	0.515	0.38	0.175	0.9565	0.325	0.158	0.31	0	0	1	14	15.772654	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
294	0.6	0.495	0.195	1.0575	0.384	0.19	0.375	0	0	1	26	15.432276	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
300	0.405	0.305	0.095	0.3485	0.1455	0.0895	0.1	1	0	0	9	8.427191	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
301	0.54	0.435	0.175	0.892	0.322	0.174	0.335	1	0	0	13	14.347547	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
303	0.36	0.27	0.1	0.217	0.0885	0.0495	0.0715	0	0	1	6	8.302516	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
305	0.2	0.145	0.06	0.037	0.0125	0.0095	0.011	0	1	0	4	4.080573	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
307	0.645	0.515	0.24	1.5415	0.471	0.369	0.535	0	0	1	13	16.640193	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
308	0.55	0.41	0.125	0.7605	0.2505	0.1635	0.195	0	0	1	14	11.460816	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
319	0.33	0.255	0.095	0.172	0.066	0.0255	0.06	0	1	0	6	8.481322	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
321	0.19	0.145	0.04	0.038	0.0165	0.0065	0.015	0	1	0	4	4.027549	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
329	0.36	0.28	0.09	0.2255	0.0885	0.04	0.09	0	1	0	8	8.032697	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
330	0.5	0.38	0.155	0.5955	0.2135	0.161	0.2	0	0	1	12	12.563762	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
334	0.74	0.6	0.195	1.974	0.598	0.4085	0.71	1	0	0	16	17.789039	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
338	0.62	0.475	0.185	1.325	0.6045	0.325	0.33	0	0	1	13	10.150624	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
342	0.62	0.465	0.185	1.274	0.579	0.3065	0.32	0	0	1	12	10.42127	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
351	0.585	0.45	0.17	0.8685	0.3325	0.1635	0.27	1	0	0	22	11.29815	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
354	0.635	0.515	0.17	1.275	0.509	0.286	0.34	0	0	1	16	10.627817	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
357	0.645	0.525	0.19	1.8085	0.7035	0.3885	0.395	1	0	0	18	11.571531	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
361	0.59	0.465	0.15	0.997	0.392	0.246	0.34	1	0	0	12	12.181825	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
363	0.6	0.48	0.15	1.029	0.4085	0.2705	0.295	1	0	0	16	11.073986	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
365	0.63	0.515	0.16	1.016	0.4215	0.244	0.355	0	0	1	19	11.93424	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
370	0.65	0.545	0.165	1.566	0.6645	0.3455	0.415	1	0	0	16	11.111278	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
373	0.7	0.575	0.17	1.31	0.5095	0.314	0.42	1	0	0	14	14.180841	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
375	0.675	0.545	0.195	1.7345	0.6845	0.3695	0.605	1	0	0	20	14.086621	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
378	0.565	0.465	0.175	0.995	0.3895	0.183	0.37	0	0	1	15	15.074498	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
382	0.485	0.4	0.135	0.663	0.313	0.137	0.2	0	0	1	10	9.287299	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
390	0.415	0.325	0.1	0.3215	0.1535	0.0595	0.105	0	1	0	10	7.304322	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
391	0.475	0.375	0.125	0.593	0.277	0.115	0.18	0	0	1	10	9.166743	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
392	0.47	0.375	0.125	0.5615	0.252	0.137	0.18	1	0	0	10	10.07051	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
395	0.39	0.31	0.1	0.302	0.116	0.064	0.115	0	1	0	11	8.151005	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
396	0.5	0.395	0.14	0.7155	0.3165	0.176	0.24	1	0	0	10	10.818515	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
399	0.585	0.455	0.15	0.987	0.4355	0.2075	0.31	0	0	1	11	11.11182	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
410	0.59	0.5	0.165	1.1045	0.4565	0.2425	0.34	0	0	1	15	10.768607	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
411	0.585	0.475	0.12	0.945	0.41	0.2115	0.28	0	0	1	14	10.475997	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
414	0.605	0.495	0.17	1.2385	0.528	0.2465	0.39	1	0	0	14	11.208923	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
418	0.63	0.5	0.155	1.005	0.367	0.199	0.36	1	0	0	16	13.966934	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
421	0.49	0.38	0.12	0.529	0.2165	0.139	0.155	0	1	0	11	8.437332	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
431	0.6	0.47	0.155	1.036	0.4375	0.196	0.325	0	0	1	20	11.341514	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
434	0.44	0.345	0.1	0.366	0.122	0.0905	0.12	0	1	0	13	8.562937	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
439	0.5	0.415	0.165	0.6885	0.249	0.138	0.25	0	0	1	13	14.048861	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
440	0.36	0.275	0.11	0.2335	0.095	0.0525	0.085	0	1	0	10	7.765482	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
456	0.64	0.54	0.175	1.221	0.51	0.259	0.39	1	0	0	15	11.723447	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
457	0.36	0.28	0.105	0.199	0.0695	0.045	0.08	0	1	0	9	8.099941	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
458	0.415	0.31	0.11	0.2965	0.123	0.057	0.0995	0	1	0	10	7.637968	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
509	0.56	0.445	0.155	0.8735	0.3005	0.209	0.275	0	1	0	16	11.095115	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
512	0.49	0.38	0.145	0.6725	0.249	0.181	0.21	1	0	0	10	12.408103	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
514	0.275	0.195	0.07	0.08	0.031	0.0215	0.025	1	0	0	5	5.217109	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
518	0.325	0.23	0.09	0.147	0.06	0.034	0.045	0	0	1	4	6.623388	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
521	0.36	0.27	0.09	0.1885	0.0845	0.0385	0.055	1	0	0	5	8.312729	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
531	0.46	0.355	0.13	0.458	0.192	0.1055	0.13	1	0	0	13	9.805043	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
536	0.52	0.405	0.14	0.5775	0.2	0.145	0.179	0	1	0	11	9.740777	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
542	0.42	0.325	0.115	0.2885	0.1	0.057	0.1135	0	0	1	15	9.941391	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
546	0.255	0.195	0.065	0.08	0.0315	0.018	0.027	0	0	1	8	5.643075	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
560	0.44	0.34	0.105	0.364	0.148	0.0805	0.1175	1	0	0	8	9.517294	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
565	0.35	0.255	0.065	0.179	0.0705	0.0385	0.06	0	0	1	10	9.090935	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
567	0.435	0.33	0.125	0.406	0.1685	0.1055	0.096	0	1	0	12	7.238347	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
575	0.61	0.475	0.14	1.133	0.5275	0.2355	0.35	1	0	0	11	10.668134	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
576	0.56	0.425	0.14	0.9175	0.4005	0.1975	0.26	0	1	0	10	10.287514	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750
577	0.585	0.435	0.175	0.982	0.4055	0.2495	0.27	1	0	0	10	9.915687	RandomForestRegressor	12,248,131,900	105,006,300	28,509,129	9	-1	750

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