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
4,040	0.575	0.45	0.12	0.9585	0.447	0.169	0.275	1	0	0	12	10.592165	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,046	0.6	0.46	0.155	0.6655	0.285	0.149	0.269	0	0	1	11	10.571512	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,054	0.635	0.5	0.18	1.2565	0.539	0.292	0.35	1	0	0	10	10.514907	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,055	0.645	0.5	0.15	1.159	0.4675	0.3355	0.31	1	0	0	9	10.645577	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,065	0.37	0.275	0.08	0.2325	0.093	0.056	0.072	0	1	0	6	6.648662	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,071	0.485	0.375	0.11	0.464	0.2015	0.09	0.149	0	1	0	8	8.281176	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,073	0.515	0.395	0.125	0.5805	0.2365	0.1075	0.19	0	1	0	9	9.253531	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,074	0.52	0.4	0.14	0.622	0.278	0.1455	0.169	0	1	0	8	9.062024	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,077	0.55	0.435	0.125	0.741	0.348	0.1585	0.206	0	1	0	9	8.969647	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,081	0.56	0.45	0.145	0.9355	0.425	0.1645	0.2725	0	0	1	11	10.436866	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,092	0.625	0.49	0.19	1.7015	0.7465	0.4105	0.3855	1	0	0	11	11.133476	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,097	0.635	0.5	0.18	1.2915	0.594	0.2695	0.37	0	0	1	9	10.36237	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,104	0.71	0.545	0.175	1.907	0.8725	0.4565	0.475	1	0	0	11	12.327647	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,108	0.48	0.35	0.1	0.519	0.2365	0.1275	0.126	0	1	0	7	7.32756	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,116	0.625	0.48	0.16	1.2415	0.6575	0.2625	0.2785	0	0	1	9	9.392015	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,122	0.46	0.365	0.11	0.4495	0.1755	0.102	0.15	0	1	0	8	8.580858	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,126	0.55	0.42	0.145	0.7385	0.321	0.1485	0.252	0	0	1	11	11.089823	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,127	0.55	0.445	0.11	0.7935	0.378	0.142	0.26	0	1	0	10	11.007054	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,129	0.57	0.425	0.14	0.7655	0.331	0.14	0.24	0	1	0	10	10.472405	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,135	0.6	0.5	0.17	1.13	0.4405	0.267	0.335	1	0	0	11	11.565502	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,138	0.63	0.49	0.155	1.229	0.535	0.29	0.335	0	0	1	11	10.383275	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,141	0.65	0.505	0.165	1.357	0.5725	0.281	0.43	1	0	0	11	11.725829	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,145	0.67	0.525	0.2	1.7405	0.6205	0.297	0.657	0	0	1	11	14.968967	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,146	0.695	0.53	0.21	1.51	0.664	0.4095	0.385	0	0	1	10	11.430183	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,148	0.77	0.605	0.175	2.0505	0.8005	0.526	0.355	0	0	1	11	10.903408	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,152	0.37	0.28	0.09	0.218	0.0995	0.0545	0.0615	0	1	0	7	7.012571	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,154	0.435	0.33	0.095	0.393	0.219	0.075	0.0885	0	1	0	6	6.545054	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,157	0.475	0.36	0.14	0.5135	0.241	0.1045	0.155	0	0	1	8	9.404295	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,158	0.48	0.355	0.11	0.4495	0.201	0.089	0.14	0	1	0	8	8.253403	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,166	0.475	0.365	0.115	0.499	0.232	0.0885	0.156	0	1	0	10	7.923015	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,171	0.56	0.43	0.155	0.8675	0.4	0.172	0.229	0	0	1	8	9.439684	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
4,173	0.59	0.44	0.135	0.966	0.439	0.2145	0.2605	0	0	1	10	10.095266	XGBRegressor	231,997,300	5,001,800	585,059	3	0.05	500
11	0.43	0.35	0.11	0.406	0.1675	0.081	0.135	0	0	1	10	8.800354	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
14	0.47	0.355	0.1	0.4755	0.1675	0.0805	0.185	1	0	0	10	7.733448	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
18	0.365	0.295	0.08	0.2555	0.097	0.043	0.1	0	0	1	7	9.217849	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
19	0.45	0.32	0.1	0.381	0.1705	0.075	0.115	0	0	1	9	8.789858	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
23	0.55	0.415	0.135	0.7635	0.318	0.21	0.2	1	0	0	9	9.771768	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
29	0.575	0.425	0.14	0.8635	0.393	0.227	0.2	0	0	1	11	8.783682	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
36	0.54	0.475	0.155	1.217	0.5305	0.3075	0.34	1	0	0	16	10.24696	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
39	0.355	0.29	0.09	0.3275	0.134	0.086	0.09	0	0	1	9	7.673189	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
41	0.55	0.425	0.135	0.8515	0.362	0.196	0.27	1	0	0	14	10.47209	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
45	0.39	0.295	0.095	0.203	0.0875	0.045	0.075	0	1	0	7	7.340948	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
52	0.485	0.36	0.13	0.5415	0.2595	0.096	0.16	0	0	1	10	9.045078	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
55	0.5	0.4	0.14	0.6615	0.2565	0.1755	0.22	1	0	0	8	10.493862	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
64	0.52	0.4	0.12	0.58	0.234	0.1315	0.185	0	0	1	8	9.601319	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
76	0.595	0.475	0.14	0.944	0.3625	0.189	0.315	0	0	1	9	13.204886	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
77	0.6	0.47	0.15	0.922	0.363	0.194	0.305	1	0	0	10	11.81417	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
82	0.52	0.425	0.165	0.9885	0.396	0.225	0.32	1	0	0	16	13.239947	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
87	0.56	0.44	0.16	0.8645	0.3305	0.2075	0.26	0	0	1	10	11.389597	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
88	0.46	0.355	0.13	0.517	0.2205	0.114	0.165	1	0	0	9	9.943759	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
102	0.53	0.435	0.16	0.883	0.316	0.164	0.335	0	0	1	15	14.873526	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
104	0.605	0.47	0.16	1.1735	0.4975	0.2405	0.345	0	0	1	12	10.552981	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
112	0.435	0.32	0.08	0.3325	0.1485	0.0635	0.105	0	1	0	9	7.082566	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
113	0.425	0.35	0.105	0.393	0.13	0.063	0.165	0	0	1	9	11.671154	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
122	0.515	0.425	0.14	0.766	0.304	0.1725	0.255	1	0	0	14	11.039859	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
133	0.35	0.26	0.095	0.211	0.086	0.056	0.068	0	1	0	7	6.996539	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
136	0.305	0.23	0.08	0.156	0.0675	0.0345	0.048	1	0	0	7	6.753827	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
142	0.65	0.52	0.19	1.3445	0.519	0.306	0.4465	0	0	1	16	13.498712	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
143	0.56	0.455	0.155	0.797	0.34	0.19	0.2425	0	0	1	11	9.268601	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
160	0.605	0.465	0.165	1.056	0.4215	0.2475	0.34	0	0	1	13	10.889738	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
163	0.725	0.56	0.21	2.141	0.65	0.398	1.005	1	0	0	18	21.19572	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
171	0.53	0.395	0.145	0.775	0.308	0.169	0.255	1	0	0	7	11.424811	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
174	0.235	0.16	0.04	0.048	0.0185	0.018	0.015	0	1	0	5	4.814901	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
177	0.315	0.245	0.085	0.1435	0.053	0.0475	0.05	0	1	0	8	6.959313	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
193	0.355	0.275	0.085	0.22	0.092	0.06	0.15	0	1	0	8	10.242858	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
198	0.56	0.45	0.16	0.922	0.432	0.178	0.26	0	0	1	15	10.15593	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
208	0.525	0.415	0.17	0.8325	0.2755	0.1685	0.31	1	0	0	13	16.933998	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
229	0.53	0.415	0.16	0.783	0.2935	0.158	0.245	1	0	0	15	12.755606	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
230	0.555	0.445	0.135	0.836	0.336	0.1625	0.275	0	0	1	13	10.962243	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
234	0.44	0.35	0.135	0.435	0.1815	0.083	0.125	0	1	0	12	9.082524	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
236	0.075	0.055	0.01	0.002	0.001	0.0005	0.0015	0	1	0	1	3.766108	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
245	0.35	0.26	0.085	0.174	0.0705	0.0345	0.06	0	1	0	10	6.694702	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
256	0.56	0.45	0.185	1.07	0.3805	0.175	0.41	0	0	1	19	19.999142	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
259	0.59	0.475	0.16	1.1015	0.4775	0.2555	0.295	1	0	0	13	10.492236	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
275	0.655	0.54	0.215	1.844	0.7425	0.327	0.585	0	0	1	22	15.790629	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
279	0.515	0.425	0.135	0.712	0.2665	0.1605	0.25	1	0	0	11	11.456213	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
284	0.515	0.38	0.175	0.9565	0.325	0.158	0.31	0	0	1	14	16.84431	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
294	0.6	0.495	0.195	1.0575	0.384	0.19	0.375	0	0	1	26	18.25303	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
300	0.405	0.305	0.095	0.3485	0.1455	0.0895	0.1	1	0	0	9	8.688701	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
301	0.54	0.435	0.175	0.892	0.322	0.174	0.335	1	0	0	13	14.030638	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
303	0.36	0.27	0.1	0.217	0.0885	0.0495	0.0715	0	0	1	6	8.277376	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
305	0.2	0.145	0.06	0.037	0.0125	0.0095	0.011	0	1	0	4	4.332949	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
307	0.645	0.515	0.24	1.5415	0.471	0.369	0.535	0	0	1	13	19.506199	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
308	0.55	0.41	0.125	0.7605	0.2505	0.1635	0.195	0	0	1	14	11.596069	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
319	0.33	0.255	0.095	0.172	0.066	0.0255	0.06	0	1	0	6	7.250958	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
321	0.19	0.145	0.04	0.038	0.0165	0.0065	0.015	0	1	0	4	4.219231	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
329	0.36	0.28	0.09	0.2255	0.0885	0.04	0.09	0	1	0	8	7.760384	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
330	0.5	0.38	0.155	0.5955	0.2135	0.161	0.2	0	0	1	12	12.723854	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
334	0.74	0.6	0.195	1.974	0.598	0.4085	0.71	1	0	0	16	24.45252	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
338	0.62	0.475	0.185	1.325	0.6045	0.325	0.33	0	0	1	13	9.619729	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
342	0.62	0.465	0.185	1.274	0.579	0.3065	0.32	0	0	1	12	9.683894	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
351	0.585	0.45	0.17	0.8685	0.3325	0.1635	0.27	1	0	0	22	11.857632	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
354	0.635	0.515	0.17	1.275	0.509	0.286	0.34	0	0	1	16	10.200358	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
357	0.645	0.525	0.19	1.8085	0.7035	0.3885	0.395	1	0	0	18	13.170242	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
361	0.59	0.465	0.15	0.997	0.392	0.246	0.34	1	0	0	12	12.580372	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
363	0.6	0.48	0.15	1.029	0.4085	0.2705	0.295	1	0	0	16	11.576528	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
365	0.63	0.515	0.16	1.016	0.4215	0.244	0.355	0	0	1	19	11.269094	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
370	0.65	0.545	0.165	1.566	0.6645	0.3455	0.415	1	0	0	16	11.28124	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
373	0.7	0.575	0.17	1.31	0.5095	0.314	0.42	1	0	0	14	16.043789	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500
375	0.675	0.545	0.195	1.7345	0.6845	0.3695	0.605	1	0	0	20	13.501211	XGBRegressor	208,999,700	4,001,100	584,853	3	0.1	500

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