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Table 10 Predictive accuracies of our method for datasets of Table 9

From: Subcellular location prediction of proteins using support vector machines with alignment of block sequences utilizing amino acid composition

Predictor Location Sensitivity Specificity MCC Average MCC Overall Accuracy
Our method (25%) cTP 0.7684 0.6577 0.6434 0.7068 0.7829
  mTP 0.7900 0.8404 0.7111   
  SP 0.7311 0.9158 0.7751   
  other 0.8320 0.7172 0.6976   
Our method (70%) cTP 0.6638 0.8750 0.7289 0.7937 0.8625
  mTP 0.9618 0.8118 0.8006   
  SP 0.9095 0.9505 0.9020   
  other 0.7246 0.8475 0.7431   
  1. Note: Parameters of Table 2 are used for all methods.