Allstate is currently developing automated methods of predicting the cost, and hence severity, of claims. In this recruitment challenge, Kagglers are invited to show off their creativity and flex their technical chops by creating an algorithm which accurately predicts claims severity. Aspiring competitors will demonstrate insight into better ways to predict claims severity for the chance to be part of Allstate’s efforts to ensure a worry-free customer experience.
This repository attempts to solve this problem by applying machine learning methodologies.
See
- Transform Data
- Visualize Data
- Model Creation
- Make Predictions
- Redo Algorithm using Tensorflow DNNRegressor