PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data

Jintao Ke, Shuaichao Zhang, Hai Yang +1

The real-time crash likelihood prediction has been an important research topic. Various classifiers, such as support vector machine (SVM) and tree-based boosting algorithms, have b…