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. Author manuscript; available in PMC: 2014 Sep 12.
Published in final edited form as: Drug Dev Res. 2012 Nov;73(7):414–419. doi: 10.1002/ddr.21032

TABLE 1.

Prediction Accuracy of a Single Classifier versus Ensemble of Classifiers

Classifier Prediction accuracy (%)
One k-nearest neighbor 89.64
Ensemble of three k-nearest neighbors 93.67
One decision tree 56
Ensemble of 10 decision trees 83
Ensemble of 40 decision trees 90
Ensemble of 100 decision trees 94