David J. Dittman

Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics Data

2015

Class imbalance is a significant challenge that practitioners in the field of bioinformatics are faced with on a daily basis. It is a phenomenon that occurs when number of instances of one class is much …