miRD is constructed using two feature selection strategies based on support vector machines (SVMs) and boosting method. It is a high-efficiency tool for novel pre-microRNA prediction with accuracy up to 94.0% among different species.
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Bioinformatics. 2011 May 15;27(10):1436-7. doi: 10.1093/bioinformatics/btr148. Epub 2011 Mar 23.
Prediction of novel pre-microRNAs with high accuracy through boosting and SVM.
Zhang Y1, Yang Y, Zhang H, Jiang X, Xu B, Xue Y, Cao Y, Zhai Q, Zhai Y, Xu M, Cooke HJ, Shi Q.