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Table 5 Comparison of prediction accuracies for single feature groups

From: Predicting a small molecule-kinase interaction map: A machine learning approach

Comparison of prediction accuracies for single feature groups on the test set
FS PT MS CF GF KNN FTs P STTK PC PRO Apri glAli locAli PSF absPSF
C5 73.6 75.6 79.3 79.3 79.3 79.3 79.3 73.6 73.6 73.6 73.6 74.0 74.0 73.3 73.3
SVM 73.6 75.6 79.3 73.6 76.8 79.3 79.3 73.6 73.5 73.1 73.1 72.7 73.6 72.3 72.3
  1. Comparison of prediction accuracies of C5 without global pruning and SVMs with the quadratic kernel for single feature groups on the test set. For a description of the abbreviations of the feature sets see Table 4.