Asymptotic Normality of Infinite Centered Random Forests -Application to Imbalanced Classification

Moria Mayala, Erwan Scornet, Charles Tillier +1

Many classification tasks involve imbalanced data, in which a class is largely underrepresented. Several techniques consists in creating a rebalanced dataset on which a classifier…