Application of Random Forests and Decision Trees to Severity Analysis of Traffic Accidents

碩士 === 國立臺灣大學 === 工業工程學研究所 === 107 === The purpose of this study is to disclose variables that affect traffic accidents by examining a large amount of historical data. Since traditional statistical methods need a lot of pre-hypotheses and would lead to biased results, this study uses a non-parametri...

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Bibliographic Details
Main Authors: Ting Chen Huang, 黃庭臻
Other Authors: Wen-Fang Wu
Format: Others
Language:zh-TW
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/9z92x7