Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction

We propose a novel ensemble model for bankruptcy prediction.We use Extreme Gradient Boosting as an ensemble of decision trees.We propose a new approach for generating synthetic features to improve ...