Table 2.

Results collected during the experiments

Experiment	Predictor kernel	AUC score	Time s	Confidence intervals
I–PKMR–Non-Sequence	k exp	0.660	300	[0.655, 0.665]
	k loc	0.503	240	[0.499, 0.507]
	k phy	0.775	240	[0.771, 0.779]
	k exp + k loc + k phy	0.755	350	[0.752, 0.759]
	w 1 k exp + w 2 k loc + w 3 k phy	0.799	420	[0.791, 0.807]
II–PKMR–Sequence	k pfam	0.797	450	[0.793, 0.801]
	k motif	0.782	430	[0.778, 0.786]
	k mer	0.725	420	[0.720, 0.731]
	k pfam + k motif + k mer	0.817	480	[0.811, 0.823]
	w 4 k pfam + w 5 k motif + w 6 k mer	0.821	530	[0.818, 0.824]
III–PKMR–Combined (sequence and non-sequence)	k phy + k pfam	0.812	470	[0.809, 0.816]
	k exp + k loc + k phy + k pfam + k motif + k mer	0.831	610	[0.828, 0.834]
	w 1 k exp + w 2 k loc + w 3 k phy + w 4 k pfam + w 5 k motif + w 6 k mer	0.840	720	[0.831, 0.849]
IV–pSVM–Non-Sequence	k exp	0.791	9020	[0.786, 0.796]
	k loc	0.696	7800	[0.692, 0.700]
	k phy	0.802	7980	[0.797, 0.807]
	k exp + k loc + k phy	0.818	10,100	[0.812, 0.824]
	w 1 k exp + w 2 k loc + w 3 k phy	0.877	10,121	[0.871, 0.883]
V–pSVM–Sequence	k pfam	0.887	12,060	[0.879, 0.895]
	k motif	0.868	12,000	[0.859, 0.877]
	k mer	0.840	11,760	[0.836, 0.844]
	k pfam + k motif + k mer	0.898	12,220	[0.891, 0.905]
	w 4 k pfam + w 5 k motif + w 6 k mer	0.910	12,800	[0.901, 0.919]
VI–pSVM–Combined (Sequence and non-sequence)	k phy + k pfam	0.890	12,100	[0.882, 0.898]
	k exp + k loc + k phy + k pfam + k motif + k mer	0.939	13,420	[0.935, 0.944]
	w 1 k exp + w 2 k loc + w 3 k phy + w4 k pfam + w5 k motif + w6 k mer	0.940	14,010	[0.934, 0.946]

These are AUC score (area under the ROC curve as accuracy), time s (Execution times in seconds), and confidence intervals