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
3,058	0.62	0.475	0.16	0.907	0.371	0.167	0.3075	0	1	0	11	12.515451	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,063	0.635	0.49	0.155	1.145	0.4775	0.3035	0.3155	1	0	0	9	10.712732	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,069	0.655	0.54	0.165	1.403	0.6955	0.2385	0.42	0	0	1	11	11.300255	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,070	0.655	0.49	0.16	1.204	0.5455	0.2615	0.3225	1	0	0	9	10.59308	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,077	0.685	0.51	0.165	1.545	0.686	0.3775	0.4055	0	0	1	10	11.122188	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,078	0.695	0.535	0.2	1.5855	0.667	0.334	0.471	1	0	0	11	12.24738	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,081	0.73	0.55	0.205	1.908	0.5415	0.3565	0.5965	1	0	0	14	16.391113	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,088	0.425	0.32	0.085	0.262	0.1235	0.067	0.0725	0	1	0	8	7.142085	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,097	0.545	0.435	0.145	0.9385	0.3685	0.1245	0.345	0	0	1	11	13.67129	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,098	0.55	0.43	0.15	0.655	0.2635	0.122	0.221	1	0	0	8	11.00666	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,102	0.6	0.465	0.18	1.193	0.5145	0.315	0.3055	0	0	1	8	10.356174	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,105	0.29	0.215	0.06	0.1115	0.053	0.0185	0.032	0	1	0	5	5.878425	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,107	0.37	0.275	0.1	0.2815	0.1505	0.0505	0.068	0	1	0	5	7.165177	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,108	0.375	0.285	0.08	0.226	0.0975	0.04	0.0725	0	1	0	7	7.15098	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,111	0.41	0.325	0.105	0.361	0.1605	0.0665	0.103	0	1	0	8	7.523316	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,113	0.425	0.325	0.105	0.3975	0.1815	0.081	0.1175	0	1	0	7	7.951951	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,120	0.525	0.4	0.13	0.6995	0.3115	0.131	0.223	1	0	0	9	9.885326	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,131	0.675	0.505	0.16	1.532	0.74	0.357	0.3815	0	0	1	11	10.854874	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,137	0.465	0.36	0.105	0.488	0.188	0.0845	0.19	0	0	1	10	10.74896	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,141	0.18	0.135	0.08	0.033	0.0145	0.007	0.01	0	1	0	5	4.655651	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,144	0.625	0.48	0.2	1.3235	0.6075	0.3055	0.355	1	0	0	9	10.708878	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,146	0.585	0.45	0.15	1.047	0.4315	0.276	0.315	0	0	1	14	11.613011	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,156	0.535	0.44	0.165	0.875	0.279	0.18	0.3	0	0	1	10	13.312511	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,157	0.43	0.35	0.09	0.397	0.1575	0.089	0.12	1	0	0	9	9.260393	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,162	0.64	0.49	0.14	1.194	0.4445	0.238	0.375	0	0	1	15	12.650938	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,170	0.57	0.465	0.155	0.872	0.3245	0.239	0.285	1	0	0	14	11.463258	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,171	0.525	0.405	0.16	0.792	0.316	0.1455	0.28	0	0	1	13	12.186241	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,173	0.35	0.265	0.09	0.2265	0.0995	0.0575	0.065	0	0	1	6	8.318763	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,174	0.45	0.355	0.12	0.3955	0.147	0.0765	0.145	0	0	1	9	9.829565	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,175	0.51	0.405	0.12	0.61	0.229	0.131	0.235	0	1	0	11	11.350808	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,182	0.645	0.505	0.165	1.307	0.4335	0.262	0.52	0	0	1	10	17.567408	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,186	0.47	0.36	0.11	0.4965	0.237	0.127	0.13	1	0	0	6	8.880791	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,189	0.55	0.405	0.15	0.9235	0.412	0.2135	0.24	0	0	1	7	9.511391	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,192	0.525	0.405	0.115	0.72	0.3105	0.1915	0.2	1	0	0	14	9.867137	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,193	0.565	0.435	0.185	1.032	0.354	0.2045	0.31	0	0	1	20	13.193528	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,197	0.31	0.235	0.075	0.1515	0.056	0.0315	0.05	0	1	0	7	6.382477	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,198	0.45	0.335	0.14	0.478	0.1865	0.115	0.16	0	0	1	11	10.86371	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,206	0.295	0.215	0.075	0.116	0.037	0.0295	0.04	0	1	0	8	5.878425	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,207	0.48	0.38	0.125	0.523	0.2105	0.1045	0.175	0	1	0	15	9.447867	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,208	0.32	0.25	0.08	0.1565	0.057	0.034	0.06	0	1	0	9	6.876313	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,211	0.6	0.48	0.165	1.1345	0.4535	0.27	0.335	1	0	0	10	11.006766	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,214	0.57	0.495	0.16	1.0915	0.452	0.275	0.315	1	0	0	14	10.927338	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,217	0.425	0.34	0.12	0.388	0.149	0.087	0.125	0	0	1	10	9.541849	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,220	0.5	0.4	0.145	0.6025	0.216	0.138	0.21	0	0	1	11	11.620546	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,227	0.45	0.35	0.135	0.56	0.231	0.137	0.145	1	0	0	13	9.697459	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,229	0.64	0.505	0.19	1.2765	0.4835	0.328	0.4	1	0	0	12	13.723946	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,234	0.59	0.485	0.205	1.2315	0.4525	0.238	0.42	1	0	0	13	14.15099	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,244	0.69	0.555	0.205	1.8165	0.7785	0.4395	0.515	1	0	0	19	11.80156	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,247	0.61	0.495	0.19	1.213	0.464	0.306	0.365	1	0	0	15	12.558114	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,255	0.3	0.23	0.075	0.15	0.0605	0.042	0.045	0	1	0	5	6.434653	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,257	0.505	0.385	0.11	0.655	0.3185	0.15	0.185	0	0	1	9	8.876794	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,259	0.64	0.505	0.165	1.4435	0.6145	0.3035	0.39	0	0	1	18	11.100016	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,263	0.565	0.45	0.115	0.9085	0.398	0.197	0.29	0	0	1	17	11.186379	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,268	0.41	0.31	0.125	0.3595	0.1415	0.0885	0.115	0	0	1	11	9.339785	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,269	0.595	0.465	0.145	1.107	0.402	0.2415	0.31	1	0	0	12	11.408707	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,270	0.625	0.475	0.13	0.8595	0.3195	0.1775	0.24	1	0	0	13	10.653041	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,287	0.55	0.46	0.13	0.7085	0.305	0.1455	0.205	0	0	1	12	9.889915	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,290	0.51	0.395	0.12	0.6175	0.262	0.122	0.193	1	0	0	12	10.3973	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,292	0.495	0.375	0.15	0.597	0.2615	0.135	0.178	1	0	0	11	10.367405	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,293	0.575	0.455	0.185	1.156	0.5525	0.243	0.295	0	0	1	13	10.521421	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,301	0.66	0.525	0.19	1.67	0.6525	0.4875	0.49	1	0	0	11	12.140973	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,304	0.57	0.435	0.14	0.8085	0.3235	0.183	0.22	1	0	0	16	9.650707	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,308	0.275	0.2	0.08	0.099	0.037	0.024	0.03	0	0	1	5	6.808053	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,319	0.705	0.555	0.2	1.4685	0.4715	0.3235	0.52	1	0	0	19	16.088785	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,320	0.535	0.425	0.155	0.7765	0.302	0.1565	0.25	1	0	0	16	11.378363	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,322	0.48	0.37	0.13	0.5885	0.2475	0.1505	0.1595	1	0	0	15	9.145447	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,323	0.395	0.3	0.105	0.3375	0.1435	0.0755	0.098	1	0	0	12	8.849499	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,331	0.51	0.34	0.18	0.7005	0.312	0.165	0.2	1	0	0	11	10.166069	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,332	0.44	0.34	0.125	0.4895	0.1735	0.0875	0.2	0	1	0	13	10.826482	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,339	0.585	0.475	0.185	0.8575	0.3465	0.1785	0.275	1	0	0	12	11.637482	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,343	0.455	0.365	0.11	0.385	0.166	0.046	0.1345	1	0	0	13	9.292022	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,344	0.495	0.38	0.145	0.515	0.175	0.098	0.212	0	1	0	13	11.155809	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,345	0.48	0.38	0.145	0.59	0.232	0.141	0.23	1	0	0	12	12.028629	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,351	0.51	0.38	0.13	0.584	0.224	0.1355	0.185	1	0	0	13	10.125075	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,357	0.375	0.285	0.1	0.239	0.105	0.0555	0.07	0	1	0	8	7.352038	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,360	0.58	0.44	0.175	1.073	0.4005	0.2345	0.335	1	0	0	19	13.236885	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,372	0.44	0.33	0.135	0.522	0.17	0.0905	0.195	0	1	0	16	11.044778	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,373	0.54	0.405	0.155	0.9715	0.3225	0.194	0.29	0	0	1	19	12.405743	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,376	0.31	0.235	0.09	0.127	0.048	0.031	0.04	0	1	0	6	6.411052	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,384	0.305	0.225	0.07	0.1485	0.0585	0.0335	0.045	1	0	0	7	7.386077	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,385	0.475	0.35	0.115	0.487	0.194	0.1455	0.125	1	0	0	13	9.336805	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,390	0.56	0.44	0.16	1.1115	0.5035	0.2785	0.26	0	0	1	10	9.822293	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,391	0.545	0.42	0.125	0.9745	0.353	0.174	0.305	0	0	1	13	12.860124	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,394	0.62	0.48	0.16	1.0765	0.412	0.253	0.3	0	0	1	13	11.314191	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,395	0.605	0.45	0.165	1.2225	0.357	0.202	0.385	1	0	0	13	15.213016	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,408	0.39	0.315	0.09	0.3095	0.147	0.05	0.09	0	1	0	7	7.168105	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,409	0.395	0.31	0.095	0.313	0.131	0.072	0.093	0	1	0	7	7.168105	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,410	0.415	0.31	0.105	0.3595	0.167	0.083	0.0915	0	1	0	6	7.417491	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,413	0.49	0.395	0.12	0.674	0.3325	0.1235	0.185	0	0	1	9	8.89811	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,414	0.49	0.37	0.105	0.5265	0.249	0.1005	0.148	1	0	0	7	9.058182	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,421	0.6	0.475	0.15	1.089	0.5195	0.223	0.292	0	0	1	11	9.890196	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,422	0.61	0.47	0.155	1.0325	0.497	0.2175	0.2785	0	0	1	9	9.810768	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,424	0.64	0.51	0.17	1.3715	0.567	0.307	0.409	0	0	1	10	11.743539	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,427	0.74	0.605	0.2	2.4925	1.1455	0.575	0.5235	0	0	1	13	11.95256	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,429	0.28	0.21	0.065	0.111	0.0425	0.0285	0.03	0	1	0	6	5.761432	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,431	0.35	0.265	0.095	0.199	0.073	0.049	0.06	0	1	0	5	6.975968	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,433	0.365	0.27	0.105	0.2155	0.0915	0.0475	0.063	0	1	0	6	7.254538	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,438	0.43	0.335	0.105	0.378	0.188	0.0785	0.09	0	1	0	6	7.417491	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,441	0.465	0.355	0.115	0.4705	0.1955	0.118	0.126	1	0	0	7	9.288023	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,445	0.495	0.4	0.145	0.578	0.2545	0.1305	0.1645	0	1	0	8	9.2901	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500

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