Table 7.

Analysis of the computation time (in ms) and log loss (%) for Kaggle and UCI datasets over various feature sets.

Per-formed classifiers	Kaggle dataset						UCI dataset
	Compilation time			Log loss			Compilation time			Log loss
	ALL	UVS	IGS	ALL	UVS	IGS	ALL	UVS	IGS	ALL	UVS	IGS
RF	36.7	32.7	26.3	1.51	1.16	0.87	33.6	29.3	24.9	1.72	1.32	0.94
DT	24	20.9	21.5	1.84	1.30	0.97	30	21.7	22.3	1.97	1.39	1.09
KNN	508	217	224	2.15	3.63	1.26	445	198	202	1.63	1.22	0.88
RDKVT	520	282	277	1.32	0.89	0.58	478	267	221	1.47	0.91	0.67
RDKST	470	243	257	0.73	0.77	0.34	504	232	249	1.25	0.83	0.48