Jenny Xu, Daniel Truong, Ti-Tai Wang and MoonSung Kim in 2018 Fall
- Our goal is to predict the factors in traffic accidents in the case of hit n run.
- Please see the project slides for a thorough understanding and visualization.
- Programming language:R
- Introduction: data scource, basic statistic summary
- Data Preprocessing: normalize, outlier detection, missing values
- Classification: one hot-coding, SVM, ANN, evaluation
- Clustering: explaination for each catogory, MCA, PAM, OPTICS