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Table 7 Comparison of prediction accuracies for some mixed-mixed cases (on a percentage basis) (FS7)

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

Comparison of prediction accuracies of different classifiers for some mixed-mixed cases on the test set
kin/inh 80/20 20/80 60/40 40/60 50/0 0/50 100/0 0/100 100/50 50/100 100/100
C5 81.4 79.4 80.6 80.5 79.6 71.8 82.7 73.9 83.1 81.1 83.8
Bayes 76.1 77.2 76.3 76.7 73.6 73.6 73.6 73.6 77.6 78.2 78.5
Maj. 73.6 73.6 73.6 73.6 73.6 73.6 73.6 73.6 73.6 73.6 73.6
  1. Comparison of prediction accuracies of different classifiers for some mixed-mixed cases on the test set.
  2. Results are obtained with feature set 7.