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
3,206	0.295	0.215	0.075	0.116	0.037	0.0295	0.04	0	1	0	8	6.193596	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,207	0.48	0.38	0.125	0.523	0.2105	0.1045	0.175	0	1	0	15	9.435699	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,208	0.32	0.25	0.08	0.1565	0.057	0.034	0.06	0	1	0	9	7.150736	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,211	0.6	0.48	0.165	1.1345	0.4535	0.27	0.335	1	0	0	10	10.98383	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,214	0.57	0.495	0.16	1.0915	0.452	0.275	0.315	1	0	0	14	10.910404	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,217	0.425	0.34	0.12	0.388	0.149	0.087	0.125	0	0	1	10	9.40125	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,220	0.5	0.4	0.145	0.6025	0.216	0.138	0.21	0	0	1	11	11.323461	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,227	0.45	0.35	0.135	0.56	0.231	0.137	0.145	1	0	0	13	9.789104	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,229	0.64	0.505	0.19	1.2765	0.4835	0.328	0.4	1	0	0	12	12.838821	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,234	0.59	0.485	0.205	1.2315	0.4525	0.238	0.42	1	0	0	13	13.134012	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,244	0.69	0.555	0.205	1.8165	0.7785	0.4395	0.515	1	0	0	19	12.121229	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,247	0.61	0.495	0.19	1.213	0.464	0.306	0.365	1	0	0	15	11.837281	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,255	0.3	0.23	0.075	0.15	0.0605	0.042	0.045	0	1	0	5	6.703003	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,257	0.505	0.385	0.11	0.655	0.3185	0.15	0.185	0	0	1	9	9.056393	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,259	0.64	0.505	0.165	1.4435	0.6145	0.3035	0.39	0	0	1	18	11.208663	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,263	0.565	0.45	0.115	0.9085	0.398	0.197	0.29	0	0	1	17	11.019938	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,268	0.41	0.31	0.125	0.3595	0.1415	0.0885	0.115	0	0	1	11	9.368931	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,269	0.595	0.465	0.145	1.107	0.402	0.2415	0.31	1	0	0	12	11.362885	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,270	0.625	0.475	0.13	0.8595	0.3195	0.1775	0.24	1	0	0	13	10.702217	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,287	0.55	0.46	0.13	0.7085	0.305	0.1455	0.205	0	0	1	12	10.075481	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,290	0.51	0.395	0.12	0.6175	0.262	0.122	0.193	1	0	0	12	10.48583	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,292	0.495	0.375	0.15	0.597	0.2615	0.135	0.178	1	0	0	11	10.341956	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,293	0.575	0.455	0.185	1.156	0.5525	0.243	0.295	0	0	1	13	10.42823	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,301	0.66	0.525	0.19	1.67	0.6525	0.4875	0.49	1	0	0	11	11.891251	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,304	0.57	0.435	0.14	0.8085	0.3235	0.183	0.22	1	0	0	16	9.706865	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,308	0.275	0.2	0.08	0.099	0.037	0.024	0.03	0	0	1	5	7.086919	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,319	0.705	0.555	0.2	1.4685	0.4715	0.3235	0.52	1	0	0	19	14.905394	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,320	0.535	0.425	0.155	0.7765	0.302	0.1565	0.25	1	0	0	16	11.237571	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,322	0.48	0.37	0.13	0.5885	0.2475	0.1505	0.1595	1	0	0	15	9.41109	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,323	0.395	0.3	0.105	0.3375	0.1435	0.0755	0.098	1	0	0	12	8.958231	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,331	0.51	0.34	0.18	0.7005	0.312	0.165	0.2	1	0	0	11	10.050323	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,332	0.44	0.34	0.125	0.4895	0.1735	0.0875	0.2	0	1	0	13	10.683184	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,339	0.585	0.475	0.185	0.8575	0.3465	0.1785	0.275	1	0	0	12	11.347507	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,343	0.455	0.365	0.11	0.385	0.166	0.046	0.1345	1	0	0	13	9.393288	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,344	0.495	0.38	0.145	0.515	0.175	0.098	0.212	0	1	0	13	10.896585	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,345	0.48	0.38	0.145	0.59	0.232	0.141	0.23	1	0	0	12	11.467108	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,351	0.51	0.38	0.13	0.584	0.224	0.1355	0.185	1	0	0	13	10.08318	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,357	0.375	0.285	0.1	0.239	0.105	0.0555	0.07	0	1	0	8	7.522056	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,360	0.58	0.44	0.175	1.073	0.4005	0.2345	0.335	1	0	0	19	12.969502	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,372	0.44	0.33	0.135	0.522	0.17	0.0905	0.195	0	1	0	16	10.85876	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,373	0.54	0.405	0.155	0.9715	0.3225	0.194	0.29	0	0	1	19	11.768792	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,376	0.31	0.235	0.09	0.127	0.048	0.031	0.04	0	1	0	6	6.673452	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,384	0.305	0.225	0.07	0.1485	0.0585	0.0335	0.045	1	0	0	7	7.668576	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,385	0.475	0.35	0.115	0.487	0.194	0.1455	0.125	1	0	0	13	9.393288	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,390	0.56	0.44	0.16	1.1115	0.5035	0.2785	0.26	0	0	1	10	10.033806	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,391	0.545	0.42	0.125	0.9745	0.353	0.174	0.305	0	0	1	13	12.347902	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,394	0.62	0.48	0.16	1.0765	0.412	0.253	0.3	0	0	1	13	11.311515	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,395	0.605	0.45	0.165	1.2225	0.357	0.202	0.385	1	0	0	13	14.649316	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,408	0.39	0.315	0.09	0.3095	0.147	0.05	0.09	0	1	0	7	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,409	0.395	0.31	0.095	0.313	0.131	0.072	0.093	0	1	0	7	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,410	0.415	0.31	0.105	0.3595	0.167	0.083	0.0915	0	1	0	6	7.625588	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,413	0.49	0.395	0.12	0.674	0.3325	0.1235	0.185	0	0	1	9	9.059076	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,414	0.49	0.37	0.105	0.5265	0.249	0.1005	0.148	1	0	0	7	9.385318	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,421	0.6	0.475	0.15	1.089	0.5195	0.223	0.292	0	0	1	11	9.986135	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,422	0.61	0.47	0.155	1.0325	0.497	0.2175	0.2785	0	0	1	9	9.963512	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,424	0.64	0.51	0.17	1.3715	0.567	0.307	0.409	0	0	1	10	11.405492	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,427	0.74	0.605	0.2	2.4925	1.1455	0.575	0.5235	0	0	1	13	12.121229	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,429	0.28	0.21	0.065	0.111	0.0425	0.0285	0.03	0	1	0	6	6.08392	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,431	0.35	0.265	0.095	0.199	0.073	0.049	0.06	0	1	0	5	7.187429	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,433	0.365	0.27	0.105	0.2155	0.0915	0.0475	0.063	0	1	0	6	7.465998	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,438	0.43	0.335	0.105	0.378	0.188	0.0785	0.09	0	1	0	6	7.625588	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,441	0.465	0.355	0.115	0.4705	0.1955	0.118	0.126	1	0	0	7	9.393288	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,445	0.495	0.4	0.145	0.578	0.2545	0.1305	0.1645	0	1	0	8	9.350921	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,449	0.52	0.395	0.125	0.8115	0.4035	0.166	0.2	0	0	1	7	9.245909	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,451	0.55	0.44	0.155	0.9155	0.3645	0.195	0.25	0	0	1	8	10.706726	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,460	0.62	0.485	0.165	1.1325	0.5235	0.2505	0.2825	0	0	1	9	10.033806	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,462	0.625	0.47	0.17	1.255	0.525	0.2415	0.405	1	0	0	10	11.729796	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,467	0.66	0.525	0.18	1.478	0.5815	0.381	0.372	0	0	1	10	10.893033	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,486	0.505	0.475	0.16	1.1155	0.509	0.239	0.3065	1	0	0	8	10.396505	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,493	0.555	0.44	0.15	0.838	0.4155	0.146	0.23	0	0	1	8	9.339597	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,495	0.56	0.415	0.13	0.7615	0.3695	0.17	0.1955	0	0	1	8	9.663423	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,496	0.575	0.44	0.145	0.87	0.3945	0.2195	0.225	0	0	1	8	9.555474	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,498	0.59	0.46	0.145	0.929	0.38	0.24	0.255	0	0	1	10	10.655652	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,499	0.595	0.47	0.165	1.0155	0.491	0.1905	0.289	1	0	0	9	10.034334	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,505	0.625	0.495	0.18	1.0815	0.4715	0.254	0.3135	0	0	1	10	10.5412	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,510	0.65	0.505	0.18	1.469	0.7115	0.3335	0.38	0	0	1	9	11.086844	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,517	0.7	0.56	0.175	1.6605	0.8605	0.3275	0.398	1	0	0	11	11.208663	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,525	0.33	0.23	0.085	0.1695	0.079	0.026	0.0505	0	1	0	6	6.714805	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,526	0.335	0.26	0.085	0.192	0.097	0.03	0.054	0	1	0	6	6.900671	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,532	0.38	0.285	0.09	0.2305	0.1005	0.039	0.0775	0	1	0	7	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,534	0.4	0.315	0.09	0.33	0.151	0.068	0.08	0	1	0	6	7.347018	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,539	0.435	0.34	0.12	0.396	0.1775	0.081	0.125	0	1	0	8	8.310149	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,545	0.475	0.36	0.135	0.4355	0.196	0.0925	0.125	0	1	0	8	8.50684	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,547	0.48	0.355	0.125	0.494	0.2385	0.0835	0.15	0	1	0	9	8.409117	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,548	0.495	0.37	0.12	0.594	0.28	0.11	0.1375	1	0	0	7	9.109812	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,551	0.515	0.4	0.135	0.636	0.3055	0.1215	0.1855	0	1	0	9	8.680533	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,552	0.525	0.39	0.105	0.567	0.2875	0.1075	0.16	0	1	0	8	8.507298	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,558	0.55	0.425	0.155	0.8725	0.412	0.187	0.2425	0	1	0	10	9.738576	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,559	0.565	0.45	0.175	1.2365	0.5305	0.2455	0.308	1	0	0	10	10.396505	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,561	0.57	0.42	0.13	0.7745	0.3535	0.1505	0.2365	0	1	0	9	9.993396	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,565	0.575	0.475	0.16	0.895	0.3605	0.221	0.271	1	0	0	9	11.315782	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,567	0.58	0.46	0.14	0.9265	0.4135	0.1845	0.27	0	1	0	10	10.284717	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,580	0.62	0.48	0.165	1.043	0.4835	0.221	0.31	1	0	0	10	10.5412	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,582	0.625	0.475	0.16	1.3335	0.605	0.2875	0.319	1	0	0	10	10.555733	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,587	0.635	0.495	0.17	1.3695	0.657	0.3055	0.365	0	0	1	10	10.868137	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,589	0.65	0.515	0.18	1.463	0.658	0.3135	0.4115	0	0	1	11	11.433116	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,593	0.655	0.53	0.165	1.2835	0.583	0.1255	0.4	1	0	0	8	11.405492	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,596	0.675	0.515	0.145	1.265	0.6025	0.299	0.325	0	0	1	10	10.558865	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,601	0.37	0.285	0.095	0.226	0.1135	0.0515	0.0675	0	1	0	8	7.308719	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250
3,603	0.42	0.325	0.11	0.325	0.1245	0.0755	0.1025	0	1	0	7	7.782907	XGBRegressor	122,999,700	3,000,400	296,640	3	0.01	250

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