Prediction of auto-insurance claims

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...

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