Vehicle Classification Using an Imbalanced Dataset Based on a Single Magnetic Sensor.
Chang XuYingguan WangXinghe BaoFengrong LiPublished in: Sensors (2018)
Keyphrases
- imbalanced datasets
- machine learning
- decision trees
- rare class
- class distribution
- pattern classification
- learning from imbalanced data
- imbalanced data
- classification models
- image classification
- feature vectors
- classification accuracy
- training set
- decision rules
- cost sensitive
- supervised learning
- cost sensitive learning
- binary classifiers
- roc curve
- feature selection
- multi class classification
- decision boundary
- text classification
- support vector machine
- generalization ability
- benchmark datasets
- machine learning algorithms