Loss given default model for online microloans using neural network based quantile model

Key Points

• The model predicts loss given default effectively, enhancing financial forecasting.
• Key metrics from the model include a significant improvement in prediction accuracy of over 20%.
• Assessment using a neural network-based quantile model allows for flexible risk evaluation.
• Success in this analysis may improve risk management in online lending systems.