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

Table 5

Performance comparison of different models on the ZW225 dataset.

Methods	Prediction accuracy (%)
	Cy	Me	Mi	Nu	OA
OF-SVM [3]	85.7	91.0	68.0	82.9	85.3
FTD-SVM [20]	88.6	93.3	64.0	75.6	85.3
GA_DCCA-SVM [36]	87.1	91.0	68.0	75.6	84.4
OA-SVM [16]	93.3	92.1	96.0	93.5	92.2
IACC-SVM [18]	88.6	92.1	64.0	75.6	84.9
EN-FKNN [37]	94.3	94.4	60.0	80.5	88.0
Dual-layer SVM [38]	91.4	94.4	76.0	78.1	88.4
This paper	100	100	97.47	94.80	97.67