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
1,785	0.535	0.425	0.135	0.771	0.3765	0.1815	0.1795	1	0	0	8	9.094569	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,786	0.535	0.385	0.18	1.0835	0.4955	0.2295	0.304	0	1	0	8	10.396505	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,788	0.545	0.415	0.2	1.358	0.567	0.318	0.403	1	0	0	10	11.437217	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,789	0.545	0.385	0.15	1.1185	0.5425	0.2445	0.2845	1	0	0	9	9.964041	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,793	0.575	0.44	0.185	1.025	0.5075	0.2245	0.2485	0	0	1	10	9.7229	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,802	0.61	0.475	0.15	1.1135	0.5195	0.2575	0.3005	1	0	0	11	10.326212	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,803	0.615	0.455	0.145	1.1155	0.5045	0.238	0.315	1	0	0	10	10.485439	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,811	0.65	0.525	0.19	1.6125	0.777	0.3685	0.3965	0	0	1	11	11.240388	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,814	0.655	0.545	0.19	1.4245	0.6325	0.333	0.378	0	0	1	10	11.118569	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,816	0.675	0.53	0.175	1.4465	0.6775	0.33	0.389	1	0	0	10	11.086844	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,829	0.365	0.27	0.085	0.197	0.0815	0.0325	0.065	0	1	0	6	7.150736	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,835	0.41	0.335	0.105	0.3305	0.1405	0.064	0.105	0	1	0	7	7.702229	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,837	0.415	0.31	0.1	0.2805	0.114	0.0565	0.0975	0	1	0	6	7.598697	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,847	0.47	0.375	0.12	0.487	0.196	0.099	0.135	0	1	0	8	8.310149	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,860	0.515	0.42	0.15	0.6725	0.2555	0.1335	0.235	0	1	0	10	10.928811	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,869	0.525	0.4	0.145	0.6095	0.248	0.159	0.175	0	1	0	9	9.607211	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,879	0.545	0.43	0.14	0.687	0.2615	0.1405	0.25	0	1	0	9	11.385006	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,883	0.555	0.41	0.125	0.599	0.2345	0.1465	0.194	0	0	1	8	10.535261	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,895	0.57	0.455	0.155	0.832	0.3585	0.174	0.277	0	0	1	11	11.125778	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,896	0.57	0.44	0.175	0.9415	0.3805	0.2285	0.283	0	0	1	9	11.193467	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,897	0.57	0.415	0.13	0.88	0.4275	0.1955	0.238	0	0	1	13	9.47488	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,900	0.575	0.45	0.155	0.9765	0.495	0.2145	0.235	0	0	1	9	9.47309	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,914	0.595	0.455	0.15	0.886	0.4315	0.201	0.223	0	0	1	10	9.288823	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,921	0.605	0.47	0.18	1.1155	0.479	0.2565	0.321	0	0	1	10	10.98383	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,930	0.62	0.49	0.16	1.035	0.44	0.2525	0.285	0	0	1	11	10.415458	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,938	0.625	0.505	0.185	1.1565	0.52	0.2405	0.3535	0	0	1	10	10.72438	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,944	0.635	0.52	0.165	1.3405	0.5065	0.296	0.412	1	0	0	11	12.024988	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,945	0.635	0.505	0.155	1.2895	0.594	0.314	0.345	1	0	0	11	10.622361	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,950	0.64	0.48	0.145	1.1145	0.508	0.24	0.34	1	0	0	10	10.558865	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,964	0.66	0.535	0.205	1.4415	0.5925	0.2775	0.49	1	0	0	10	12.294691	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,969	0.67	0.53	0.205	1.4015	0.643	0.2465	0.416	1	0	0	12	11.464841	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,984	0.75	0.55	0.195	1.8325	0.83	0.366	0.44	1	0	0	11	11.464841	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,986	0.135	0.13	0.04	0.029	0.0125	0.0065	0.008	0	1	0	4	4.982779	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,987	0.16	0.11	0.025	0.0195	0.0075	0.005	0.006	0	1	0	4	4.982779	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,992	0.29	0.21	0.07	0.1115	0.048	0.0205	0.03	0	1	0	5	6.096118	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,993	0.29	0.21	0.06	0.1195	0.056	0.0235	0.03	0	1	0	6	6.096118	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,997	0.335	0.25	0.08	0.1695	0.0695	0.044	0.0495	0	1	0	6	6.906026	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
1,998	0.35	0.235	0.08	0.17	0.0725	0.0465	0.0495	0	1	0	7	6.720158	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,002	0.36	0.27	0.085	0.196	0.0905	0.034	0.053	0	1	0	7	6.900671	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,010	0.435	0.325	0.12	0.346	0.159	0.084	0.095	0	1	0	7	7.798897	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,013	0.47	0.365	0.135	0.522	0.2395	0.1525	0.145	0	0	1	10	9.611247	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,016	0.505	0.39	0.12	0.653	0.3315	0.1385	0.167	0	0	1	9	8.962784	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,019	0.51	0.455	0.135	0.6855	0.2875	0.154	0.2035	0	1	0	9	9.886035	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,026	0.56	0.41	0.16	0.8215	0.342	0.184	0.253	1	0	0	9	10.954802	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,031	0.6	0.45	0.14	0.837	0.37	0.177	0.2425	1	0	0	10	10.446764	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,036	0.255	0.19	0.06	0.086	0.04	0.0185	0.025	0	1	0	5	5.601296	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,038	0.28	0.215	0.08	0.132	0.072	0.022	0.033	0	1	0	5	6.198554	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,039	0.285	0.215	0.07	0.1075	0.051	0.0225	0.027	0	1	0	6	6.08392	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,040	0.32	0.255	0.085	0.1745	0.072	0.033	0.057	0	1	0	8	7.150736	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,047	0.42	0.315	0.115	0.355	0.1895	0.065	0.087	0	1	0	6	7.706265	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,049	0.445	0.32	0.12	0.378	0.152	0.0825	0.12	0	1	0	8	8.310149	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,052	0.46	0.345	0.12	0.4935	0.2435	0.1175	0.132	0	0	1	8	9.216633	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,071	0.565	0.44	0.135	0.83	0.393	0.1735	0.238	1	0	0	9	10.071692	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,072	0.58	0.45	0.12	0.8685	0.418	0.1475	0.2605	0	0	1	8	10.250807	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,083	0.685	0.55	0.2	1.7725	0.813	0.387	0.49	0	0	1	11	11.754731	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,091	0.505	0.39	0.115	0.66	0.3045	0.1555	0.175	1	0	0	8	9.351032	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,102	0.41	0.31	0.11	0.315	0.124	0.082	0.095	0	1	0	9	7.782907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,112	0.525	0.405	0.13	0.7185	0.3265	0.1975	0.175	0	0	1	8	9.059076	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,115	0.18	0.13	0.045	0.0275	0.0125	0.01	0.009	0	1	0	3	4.982779	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,133	0.44	0.35	0.11	0.4585	0.2	0.0885	0.13	0	0	1	9	9.38526	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,138	0.57	0.465	0.18	0.9995	0.405	0.277	0.295	1	0	0	16	11.497925	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,142	0.46	0.35	0.11	0.3945	0.1685	0.0865	0.125	0	1	0	9	8.294159	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,145	0.415	0.325	0.115	0.3455	0.1405	0.0765	0.11	1	0	0	9	8.968013	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,146	0.465	0.35	0.12	0.5205	0.2015	0.1625	0.185	0	0	1	11	10.200204	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,157	0.62	0.495	0.175	1.806	0.643	0.3285	0.725	0	0	1	17	16.253195	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,158	0.56	0.42	0.195	0.8085	0.3025	0.1795	0.285	0	0	1	14	11.710089	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,164	0.375	0.305	0.09	0.3245	0.1395	0.0565	0.095	0	0	1	5	8.892452	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,178	0.595	0.48	0.2	0.975	0.358	0.2035	0.34	1	0	0	15	13.175475	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,187	0.495	0.385	0.135	0.6335	0.2	0.1225	0.26	0	0	1	14	12.5263	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,198	0.27	0.19	0.08	0.081	0.0265	0.0195	0.03	0	1	0	6	6.101076	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,201	0.645	0.49	0.215	1.406	0.4265	0.2285	0.51	1	0	0	25	14.661622	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,203	0.615	0.48	0.19	1.36	0.5305	0.2375	0.47	0	0	1	18	12.802326	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,212	0.595	0.495	0.235	1.366	0.5065	0.219	0.52	1	0	0	13	14.42414	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,227	0.275	0.2	0.075	0.086	0.0305	0.019	0.03	0	1	0	7	6.08392	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,237	0.585	0.465	0.19	1.171	0.3905	0.2355	0.4	0	0	1	17	14.608945	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,239	0.46	0.36	0.115	0.4755	0.2105	0.105	0.16	1	0	0	8	10.050347	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,241	0.435	0.32	0.12	0.3785	0.152	0.0915	0.125	1	0	0	11	9.409278	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,243	0.465	0.36	0.13	0.5265	0.2105	0.1185	0.165	0	0	1	10	10.05831	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,245	0.46	0.375	0.14	0.5105	0.192	0.1045	0.205	0	0	1	9	11.416012	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,246	0.38	0.325	0.11	0.3105	0.12	0.074	0.105	1	0	0	10	8.968013	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,251	0.6	0.485	0.175	1.2675	0.4995	0.2815	0.38	0	0	1	13	11.573604	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,254	0.65	0.495	0.18	1.793	0.8005	0.339	0.53	0	0	1	14	12.605468	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,260	0.55	0.46	0.175	0.869	0.3155	0.1825	0.32	0	0	1	10	13.347747	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,264	0.59	0.45	0.16	0.893	0.2745	0.2185	0.345	0	1	0	14	13.649502	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,273	0.67	0.52	0.15	1.406	0.519	0.348	0.37	1	0	0	13	10.808038	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,275	0.655	0.525	0.185	1.259	0.487	0.2215	0.445	0	0	1	20	13.754957	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,278	0.51	0.405	0.13	0.7175	0.3725	0.158	0.17	0	0	1	9	9.059076	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,280	0.44	0.375	0.13	0.487	0.226	0.0965	0.155	0	0	1	9	9.609899	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,290	0.325	0.27	0.1	0.185	0.08	0.0435	0.065	0	1	0	6	7.362466	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,292	0.38	0.3	0.09	0.3215	0.1545	0.075	0.095	1	0	0	9	8.90048	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,294	0.525	0.425	0.12	0.702	0.3335	0.1465	0.22	0	0	1	12	9.663423	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,308	0.455	0.355	0.13	0.515	0.2	0.1275	0.175	0	0	1	11	10.200204	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,311	0.35	0.265	0.11	0.2965	0.1365	0.063	0.085	0	0	1	7	8.761279	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,313	0.595	0.47	0.145	0.991	0.4035	0.1505	0.34	0	0	1	16	12.190244	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,317	0.515	0.42	0.14	0.769	0.2505	0.154	0.29	0	0	1	13	12.742054	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,325	0.415	0.305	0.105	0.3605	0.12	0.082	0.1	1	0	0	10	8.958231	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,336	0.565	0.48	0.175	0.957	0.3885	0.215	0.275	1	0	0	18	11.193995	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,337	0.56	0.455	0.165	0.86	0.4015	0.1695	0.245	0	0	1	11	9.810357	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,339	0.64	0.52	0.2	1.407	0.566	0.304	0.455	0	0	1	17	12.478022	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
2,341	0.31	0.24	0.09	0.1455	0.0605	0.0315	0.045	0	1	0	7	6.756684	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250

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