Maximizing lipocalin prediction through balanced and diversified training set and decision fusion
Unsupervised Kmeans preprocessing for balancing and diversifying training set. Enhanced classification of lipocalins by fusion of classifiers. Superior generalization on blind testing data sets. ReliefF based feature ranking.
lipocalins diverse input patterns balanced training set boosted random forest knn classifier fusion schemes