ASTra: A Novel Algorithm-Level Approach to Imbalanced Classification

David Twomey, Denise Gorse

We propose a novel output layer activation function, which we name ASTra (Asymmetric Sigmoid Transfer function), which makes the classification of minority examples, in scenarios o…