Prediction of Apoptosis Protein Subcellular Localization with Multilayer Sparse Coding and Oversampling Approach

Table 4

Comparison of the accuracy of ZD98 data set.

Methods	Jackknife test(%)
	Cyto	Memb	Mito	Other	OA(%)
DCC_SVM [40]	93.0	86.7	92.3	75.0	88.9
OF_SVM [41]	97.7	86.3	92.3	66.7	90.8
DE_SVM [42]	95.4	93.3	76.9	83.3	90.8
BOW_SVM [24]	97.7	92.9	76.9	83.3	91.7
GA_SVM [17]	95.4	90.0	92.3	83.3	91.8
OA_SVM [43]	95.3	88.9	97.4	91.7	93.2
Our	100	96.7	92.3	95.9	96.7