PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data.
Jintao KeShuaichao ZhangHai YangXiqun ChenPublished in: CoRR (2018)
Keyphrases
- missing information
- imbalanced data
- missing values
- missing data
- incomplete information
- prediction accuracy
- ensemble classifier
- linear regression
- ensemble methods
- principal components
- sampling methods
- class distribution
- vision system
- high dimensional data
- feature selection
- machine learning
- depth information
- learning algorithm
- cost sensitive learning
- random forest
- reinforcement learning
- least squares
- multi view