Figure 3From: Identification of biomarkers that distinguish chemical contaminants based on gene expression profilesEffect of classification algorithms on the classification accuracy. Six classification algorithms including J48, LibSVM, NB, RF, SMO and SL were used for the comparison. The prediction accuracy shown here was the mean value by averaging the prediction accuracy of 6 feature selection methods including ChiSquare, GainRatio, Inforgain, PCA, SVM-RFE and Relief for different feature (gene) sizes (10, 25, 50, 100, 200, 300, 400 and 500).Back to article page