Handling Extreme Class Imbalance: Using GANs in Data Augmentation for Suicide Prediction

Vaishnavi Visweswaraiah, Tanvi Banerjee, William Romine

Suicide prediction is the key for prevention, but real data with sufficient positive samples is rare and causes extreme class imbalance. We utilized machine learning (ML) to build…