Table 5.

Prediction results of Support Vector Machine (SVM) with radial basis function (RBF) kernel. Table shows comparison of true negative fraction (TNf), true positive fraction (TPf), and total accuracy (TA).

Location	TNf (%)		TPf (%)		TA (%)
	420 features	20 features	420 features	20 features	420 features	20 features
Chloroplast	83.87	66.93	88.98	85.66	84.38	68.76
Cytoplasm	71.66	77.04	78.02	43.10	72.23	73.98
Cytoskeleton	77.58	81.42	81.48	54.01	77.98	78.71
E.R.	75.98	66.26	80.74	65.50	76.45	66.18
Extracellular	82.16	78.17	83.41	68.38	82.28	77.19
Golgi	75.00	67.08	79.64	61.34	75.46	66.53
Lysosome	77.75	77.52	83.34	70.69	77.92	77.30
Mitochondrion	74.25	63.44	77.57	80.88	74.58	65.19
Nucleus	81.96	81.94	83.10	67.89	82.07	80.55
Peroxisome	77.13	67.86	80.05	59.09	77.32	67.29
Plasma Membrane	73.58	74.34	78.14	61.44	74.04	73.06
Vacuole	69.54	67.86	72.04	71.03	67.62	67.64