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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
3,969	0.38	0.3	0.09	0.277	0.1655	0.0625	0.082	0	1	0	6	6.673913	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
3,971	0.4	0.295	0.095	0.252	0.1105	0.0575	0.066	0	1	0	6	6.294118	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
3,974	0.42	0.32	0.115	0.409	0.2055	0.0935	0.105	0	1	0	8	7.5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
3,989	0.67	0.52	0.195	1.8065	0.758	0.3735	0.5055	1	0	0	11	10.470588	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
3,993	0.72	0.6	0.235	2.2385	0.984	0.411	0.621	0	0	1	12	11.333333	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
3,994	0.185	0.135	0.045	0.032	0.011	0.0065	0.01	0	1	0	4	5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
3,995	0.245	0.175	0.055	0.0785	0.04	0.018	0.02	0	1	0	5	5.2	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
3,998	0.375	0.28	0.08	0.2235	0.115	0.043	0.055	0	1	0	6	6.294118	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,014	0.625	0.48	0.175	1.065	0.4865	0.259	0.285	0	0	1	10	10.28	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,019	0.66	0.515	0.155	1.4415	0.7055	0.3555	0.335	0	0	1	10	9.987952	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,024	0.33	0.245	0.065	0.1445	0.058	0.032	0.0505	0	1	0	6	5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,028	0.42	0.31	0.1	0.2805	0.1125	0.0615	0.0925	0	1	0	8	9.5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,036	0.54	0.42	0.14	0.74	0.3595	0.159	0.1985	0	1	0	8	8.705882	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,040	0.575	0.45	0.12	0.9585	0.447	0.169	0.275	1	0	0	12	9.422535	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,046	0.6	0.46	0.155	0.6655	0.285	0.149	0.269	0	0	1	11	9.833333	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,054	0.635	0.5	0.18	1.2565	0.539	0.292	0.35	1	0	0	10	10.521127	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,055	0.645	0.5	0.15	1.159	0.4675	0.3355	0.31	1	0	0	9	11.5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,065	0.37	0.275	0.08	0.2325	0.093	0.056	0.072	0	1	0	6	7	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,071	0.485	0.375	0.11	0.464	0.2015	0.09	0.149	0	1	0	8	8.159091	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,073	0.515	0.395	0.125	0.5805	0.2365	0.1075	0.19	0	1	0	9	8.333333	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,074	0.52	0.4	0.14	0.622	0.278	0.1455	0.169	0	1	0	8	8.8	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,077	0.55	0.435	0.125	0.741	0.348	0.1585	0.206	0	1	0	9	8.705882	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,081	0.56	0.45	0.145	0.9355	0.425	0.1645	0.2725	0	0	1	11	10.5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,092	0.625	0.49	0.19	1.7015	0.7465	0.4105	0.3855	1	0	0	11	10.744681	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,097	0.635	0.5	0.18	1.2915	0.594	0.2695	0.37	0	0	1	9	10.679245	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,104	0.71	0.545	0.175	1.907	0.8725	0.4565	0.475	1	0	0	11	11.414634	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,108	0.48	0.35	0.1	0.519	0.2365	0.1275	0.126	0	1	0	7	7.289474	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,116	0.625	0.48	0.16	1.2415	0.6575	0.2625	0.2785	0	0	1	9	10.28	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,122	0.46	0.365	0.11	0.4495	0.1755	0.102	0.15	0	1	0	8	9.615385	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,126	0.55	0.42	0.145	0.7385	0.321	0.1485	0.252	0	0	1	11	10.142857	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,127	0.55	0.445	0.11	0.7935	0.378	0.142	0.26	0	1	0	10	10.2	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,129	0.57	0.425	0.14	0.7655	0.331	0.14	0.24	0	1	0	10	11.25	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,135	0.6	0.5	0.17	1.13	0.4405	0.267	0.335	1	0	0	11	10.8	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,138	0.63	0.49	0.155	1.229	0.535	0.29	0.335	0	0	1	11	10.521127	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,141	0.65	0.505	0.165	1.357	0.5725	0.281	0.43	1	0	0	11	10	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,145	0.67	0.525	0.2	1.7405	0.6205	0.297	0.657	0	0	1	11	16.444444	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,146	0.695	0.53	0.21	1.51	0.664	0.4095	0.385	0	0	1	10	10.178571	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,148	0.77	0.605	0.175	2.0505	0.8005	0.526	0.355	0	0	1	11	11	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,152	0.37	0.28	0.09	0.218	0.0995	0.0545	0.0615	0	1	0	7	6.294118	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,154	0.435	0.33	0.095	0.393	0.219	0.075	0.0885	0	1	0	6	8	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,157	0.475	0.36	0.14	0.5135	0.241	0.1045	0.155	0	0	1	8	8	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,158	0.48	0.355	0.11	0.4495	0.201	0.089	0.14	0	1	0	8	8.5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,166	0.475	0.365	0.115	0.499	0.232	0.0885	0.156	0	1	0	10	8.159091	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,171	0.56	0.43	0.155	0.8675	0.4	0.172	0.229	0	0	1	8	8.491228	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1
4,173	0.59	0.44	0.135	0.966	0.439	0.2145	0.2605	0	0	1	10	15.5	DecisionTreeRegressor	25,022,700	1,010,300	84,120	11	-1	1