Predictions of Apoptosis Proteins by Integrating Different Features Based on Improving Pseudo-Position-Specific Scoring Matrix

Table 6

Performance comparison of different models on the CL317 dataset.

Methods	Prediction accuracy (%)
	Cy	Me	Mi	Se	Nu	En	OA
OF-SVM [3]	94.6	90.9	76.5	92.2	86.5	93.6	89.6
FTD-SVM [20]	92.9	89.1	82.4	70.6	86.5	93.6	89.0
BOW-SVM [6]	94.6	87.3	82.4	82.4	84.3	91.5	89.2
GA_DCCA-SVM [36]	92.9	89.1	82.4	76.5	84.6	93.6	89.0
OA-SVM [16]	96.1	95.7	93.9	98.0	95.5	100	96.0
IACC-SVM [18]	96.4	94.5	82.4	76.5	80.8	93.6	90.5
PSSMP [17]	92.0	92.7	82.4	76.5	90.4	93.6	90.5
EN-FKNN [37]	98.2	83.6	79.4	82.4	90.4	97.9	91.5
OA-MLSC [29]	95.5	93.6	96.4	94.1	94.2	94.1	94.8
This paper	100	100	100	94.69	97.03	100	98.47