Prediction of auto-insurance claims

• Main Author: Zeng, Zhuang An
• Other Authors: Chen Lihui
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering
• Online Access: http://hdl.handle.net/10356/75265
• Institution: Nanyang Technological University

The purpose of this report is to explain and justify the steps taken to predict auto-insurance claim status using machine learning techniques. The techniques being explored are the gradient boosted trees and random forests. A novel way of applying convulational neural network to 1d data is also expl...