Combined regression and classification approach for prediction of driver's braking intention.
Jeong-Woo KimHeung-Il SukJong-Pil KimSeong-Whan LeePublished in: BCI (2015)
Keyphrases
- support vector
- pattern recognition
- classification accuracy
- target variable
- prediction accuracy
- support vector machine svm
- model selection
- machine learning
- class labels
- regression model
- supervised learning
- feature vectors
- preprocessing
- support vector machine
- classification method
- classification and regression problems
- neural network
- simple linear
- classification models
- feature selection
- decision trees
- feature extraction
- text classification
- image classification
- svm classifier
- classification algorithm
- pattern classification
- linear regression
- training samples
- feature space
- predictive modeling
- models built
- multi variate
- neural networks and support vector machines
- nearest neighbour algorithm
- regression forests