Random Forest

miRLocator: A Python Implementation and Web Server for Predicting miRNAs from Pre-miRNA Sequences

microRNAs (miRNAs) are short, noncoding regulatory RNAs derived from hairpin precursors (pre-miRNAs). In synergy with experimental approaches, computational approaches have become an invaluable tool for identifying miRNAs at the genome scale. We have …

Application of Machine Learning-Based Classification to Genomic Selection and Performance Improvement

Genomic selection (GS) is a novel breeding strategy that selects individuals with high breeding value using computer programs. Although GS has long been practiced in the field of animal breeding, its application is still challenging in crops with …