Datasets:

DaniFrame
/

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
3,906	0.245	0.18	0.065	0.0635	0.0245	0.0135	0.02	0	0	1	4	6.26234	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,907	0.48	0.39	0.15	0.6275	0.276	0.134	0.185	0	1	0	13	9.564384	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,912	0.52	0.405	0.14	0.6765	0.2865	0.146	0.205	0	1	0	15	9.97264	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,932	0.49	0.37	0.115	0.541	0.171	0.1175	0.185	1	0	0	11	10.38627	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,935	0.52	0.41	0.115	0.77	0.263	0.157	0.26	0	0	1	11	12.667482	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,940	0.505	0.39	0.105	0.6555	0.2595	0.18	0.19	0	0	1	11	10.490273	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,965	0.295	0.22	0.07	0.1365	0.0575	0.0295	0.035	0	1	0	6	5.878425	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,966	0.295	0.22	0.065	0.1295	0.052	0.028	0.035	0	1	0	6	5.878425	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,969	0.38	0.3	0.09	0.277	0.1655	0.0625	0.082	0	1	0	6	7.138921	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,971	0.4	0.295	0.095	0.252	0.1105	0.0575	0.066	0	1	0	6	7.073806	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,974	0.42	0.32	0.115	0.409	0.2055	0.0935	0.105	0	1	0	8	7.546835	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,989	0.67	0.52	0.195	1.8065	0.758	0.3735	0.5055	1	0	0	11	12.50238	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,993	0.72	0.6	0.235	2.2385	0.984	0.411	0.621	0	0	1	12	12.42451	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,994	0.185	0.135	0.045	0.032	0.011	0.0065	0.01	0	1	0	4	4.539222	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,995	0.245	0.175	0.055	0.0785	0.04	0.018	0.02	0	1	0	5	5.230619	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
3,998	0.375	0.28	0.08	0.2235	0.115	0.043	0.055	0	1	0	6	7.047785	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,014	0.625	0.48	0.175	1.065	0.4865	0.259	0.285	0	0	1	10	10.039039	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,019	0.66	0.515	0.155	1.4415	0.7055	0.3555	0.335	0	0	1	10	10.32127	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,024	0.33	0.245	0.065	0.1445	0.058	0.032	0.0505	0	1	0	6	6.584905	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,028	0.42	0.31	0.1	0.2805	0.1125	0.0615	0.0925	0	1	0	8	7.352038	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,036	0.54	0.42	0.14	0.74	0.3595	0.159	0.1985	0	1	0	8	9.466986	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,040	0.575	0.45	0.12	0.9585	0.447	0.169	0.275	1	0	0	12	9.897204	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,046	0.6	0.46	0.155	0.6655	0.285	0.149	0.269	0	0	1	11	11.467683	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,054	0.635	0.5	0.18	1.2565	0.539	0.292	0.35	1	0	0	10	10.652615	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,055	0.645	0.5	0.15	1.159	0.4675	0.3355	0.31	1	0	0	9	10.276704	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,065	0.37	0.275	0.08	0.2325	0.093	0.056	0.072	0	1	0	6	7.002419	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,071	0.485	0.375	0.11	0.464	0.2015	0.09	0.149	0	1	0	8	8.44851	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,073	0.515	0.395	0.125	0.5805	0.2365	0.1075	0.19	0	1	0	9	9.708531	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,074	0.52	0.4	0.14	0.622	0.278	0.1455	0.169	0	1	0	8	9.271741	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,077	0.55	0.435	0.125	0.741	0.348	0.1585	0.206	0	1	0	9	9.318981	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,081	0.56	0.45	0.145	0.9355	0.425	0.1645	0.2725	0	0	1	11	10.142566	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,092	0.625	0.49	0.19	1.7015	0.7465	0.4105	0.3855	1	0	0	11	11.12658	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,097	0.635	0.5	0.18	1.2915	0.594	0.2695	0.37	0	0	1	9	10.71347	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,104	0.71	0.545	0.175	1.907	0.8725	0.4565	0.475	1	0	0	11	11.348409	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,108	0.48	0.35	0.1	0.519	0.2365	0.1275	0.126	0	1	0	7	7.616116	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,116	0.625	0.48	0.16	1.2415	0.6575	0.2625	0.2785	0	0	1	9	9.747745	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,122	0.46	0.365	0.11	0.4495	0.1755	0.102	0.15	0	1	0	8	8.452509	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,126	0.55	0.42	0.145	0.7385	0.321	0.1485	0.252	0	0	1	11	11.040567	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,127	0.55	0.445	0.11	0.7935	0.378	0.142	0.26	0	1	0	10	10.937837	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,129	0.57	0.425	0.14	0.7655	0.331	0.14	0.24	0	1	0	10	10.378186	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,135	0.6	0.5	0.17	1.13	0.4405	0.267	0.335	1	0	0	11	11.7374	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,138	0.63	0.49	0.155	1.229	0.535	0.29	0.335	0	0	1	11	10.517583	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,141	0.65	0.505	0.165	1.357	0.5725	0.281	0.43	1	0	0	11	12.03849	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,145	0.67	0.525	0.2	1.7405	0.6205	0.297	0.657	0	0	1	11	15.156325	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,146	0.695	0.53	0.21	1.51	0.664	0.4095	0.385	0	0	1	10	11.318021	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,148	0.77	0.605	0.175	2.0505	0.8005	0.526	0.355	0	0	1	11	10.746014	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,152	0.37	0.28	0.09	0.218	0.0995	0.0545	0.0615	0	1	0	7	7.073806	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,154	0.435	0.33	0.095	0.393	0.219	0.075	0.0885	0	1	0	6	7.022922	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,157	0.475	0.36	0.14	0.5135	0.241	0.1045	0.155	0	0	1	8	9.792451	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,158	0.48	0.355	0.11	0.4495	0.201	0.089	0.14	0	1	0	8	8.390046	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,166	0.475	0.365	0.115	0.499	0.232	0.0885	0.156	0	1	0	10	8.272779	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,171	0.56	0.43	0.155	0.8675	0.4	0.172	0.229	0	0	1	8	9.436639	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
4,173	0.59	0.44	0.135	0.966	0.439	0.2145	0.2605	0	0	1	10	10.120241	XGBRegressor	217,452,300	3,000,100	588,937	3	0.01	500
11	0.43	0.35	0.11	0.406	0.1675	0.081	0.135	0	0	1	10	9.294949	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
14	0.47	0.355	0.1	0.4755	0.1675	0.0805	0.185	1	0	0	10	9.015346	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
18	0.365	0.295	0.08	0.2555	0.097	0.043	0.1	0	0	1	7	9.058269	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
19	0.45	0.32	0.1	0.381	0.1705	0.075	0.115	0	0	1	9	8.959147	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
23	0.55	0.415	0.135	0.7635	0.318	0.21	0.2	1	0	0	9	10.087869	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
29	0.575	0.425	0.14	0.8635	0.393	0.227	0.2	0	0	1	11	8.907324	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
36	0.54	0.475	0.155	1.217	0.5305	0.3075	0.34	1	0	0	16	10.291419	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
39	0.355	0.29	0.09	0.3275	0.134	0.086	0.09	0	0	1	9	8.195154	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
41	0.55	0.425	0.135	0.8515	0.362	0.196	0.27	1	0	0	14	10.547147	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
45	0.39	0.295	0.095	0.203	0.0875	0.045	0.075	0	1	0	7	7.326735	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
52	0.485	0.36	0.13	0.5415	0.2595	0.096	0.16	0	0	1	10	9.088374	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
55	0.5	0.4	0.14	0.6615	0.2565	0.1755	0.22	1	0	0	8	10.986583	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
64	0.52	0.4	0.12	0.58	0.234	0.1315	0.185	0	0	1	8	9.845476	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
76	0.595	0.475	0.14	0.944	0.3625	0.189	0.315	0	0	1	9	13.076474	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
77	0.6	0.47	0.15	0.922	0.363	0.194	0.305	1	0	0	10	12.226027	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
82	0.52	0.425	0.165	0.9885	0.396	0.225	0.32	1	0	0	16	12.933612	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
87	0.56	0.44	0.16	0.8645	0.3305	0.2075	0.26	0	0	1	10	11.03373	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
88	0.46	0.355	0.13	0.517	0.2205	0.114	0.165	1	0	0	9	9.743781	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
102	0.53	0.435	0.16	0.883	0.316	0.164	0.335	0	0	1	15	14.536041	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
104	0.605	0.47	0.16	1.1735	0.4975	0.2405	0.345	0	0	1	12	10.646865	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
112	0.435	0.32	0.08	0.3325	0.1485	0.0635	0.105	0	1	0	9	7.169535	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
113	0.425	0.35	0.105	0.393	0.13	0.063	0.165	0	0	1	9	10.996681	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
122	0.515	0.425	0.14	0.766	0.304	0.1725	0.255	1	0	0	14	11.34683	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
133	0.35	0.26	0.095	0.211	0.086	0.056	0.068	0	1	0	7	7.028531	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
136	0.305	0.23	0.08	0.156	0.0675	0.0345	0.048	1	0	0	7	7.049828	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
142	0.65	0.52	0.19	1.3445	0.519	0.306	0.4465	0	0	1	16	13.504732	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
143	0.56	0.455	0.155	0.797	0.34	0.19	0.2425	0	0	1	11	9.940825	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
160	0.605	0.465	0.165	1.056	0.4215	0.2475	0.34	0	0	1	13	11.521039	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
163	0.725	0.56	0.21	2.141	0.65	0.398	1.005	1	0	0	18	20.926836	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
171	0.53	0.395	0.145	0.775	0.308	0.169	0.255	1	0	0	7	11.578266	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
174	0.235	0.16	0.04	0.048	0.0185	0.018	0.015	0	1	0	5	4.847864	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
177	0.315	0.245	0.085	0.1435	0.053	0.0475	0.05	0	1	0	8	6.787087	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
193	0.355	0.275	0.085	0.22	0.092	0.06	0.15	0	1	0	8	8.698069	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
198	0.56	0.45	0.16	0.922	0.432	0.178	0.26	0	0	1	15	10.280314	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
208	0.525	0.415	0.17	0.8325	0.2755	0.1685	0.31	1	0	0	13	15.663073	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
229	0.53	0.415	0.16	0.783	0.2935	0.158	0.245	1	0	0	15	12.175958	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
230	0.555	0.445	0.135	0.836	0.336	0.1625	0.275	0	0	1	13	11.007935	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
234	0.44	0.35	0.135	0.435	0.1815	0.083	0.125	0	1	0	12	8.737046	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
236	0.075	0.055	0.01	0.002	0.001	0.0005	0.0015	0	1	0	1	3.896741	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
245	0.35	0.26	0.085	0.174	0.0705	0.0345	0.06	0	1	0	10	6.869771	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
256	0.56	0.45	0.185	1.07	0.3805	0.175	0.41	0	0	1	19	18.558977	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
259	0.59	0.475	0.16	1.1015	0.4775	0.2555	0.295	1	0	0	13	10.506124	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
275	0.655	0.54	0.215	1.844	0.7425	0.327	0.585	0	0	1	22	15.79235	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
279	0.515	0.425	0.135	0.712	0.2665	0.1605	0.25	1	0	0	11	11.731641	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
284	0.515	0.38	0.175	0.9565	0.325	0.158	0.31	0	0	1	14	17.1229	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
294	0.6	0.495	0.195	1.0575	0.384	0.19	0.375	0	0	1	26	17.564314	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
300	0.405	0.305	0.095	0.3485	0.1455	0.0895	0.1	1	0	0	9	8.630774	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500

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