Microarray Data Analysis Using BRB-ArrayTools Version 4.2.0 ...

[Additional Plugins]• Class Prediction using TopScoring Pairs: This plugin is adifferent tool for class prediction by using the top-scoring pairs(TSP) classifier developed by Geman et al.• Random Forest: : This tool is another alternative to classprediction and the random forest is built from the ensemblelearning method - methods that generate many classifiers andaggregate their results. The random forest is robust againstoverfitting and has been demonstrated to have performancecompetitive with the other classifiers.• TimeSeries: : This plug-in can be used for regression analysis oftime series expression data.133