Classification and Prediction of Driving Behaviour at a Traffic Intersection Using SVM and KNN.
Soni Lanka KarriLiyanage C. De SilvaDaphne Teck Ching LaiShiaw Yin YongPublished in: SN Comput. Sci. (2021)
Keyphrases
- knn
- support vector machine svm
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine
- knn algorithm
- nearest neighbor
- text classification
- knn classifier
- svm classifier
- knn classification
- feature selection
- text categorization
- majority voting
- dimensionality reduction methods
- nearest neighbour
- similarity search
- distance function
- feature reduction
- support vector
- distance measurement
- neural network
- prediction accuracy
- nearest neighbor algorithm
- decision trees
- feature vectors
- pattern recognition
- feature extraction
- machine learning
- radial basis function
- classification accuracy
- training set
- feature space
- multi layer perceptron
- traffic flow
- distance metric
- k nearest
- shows significant improvements
- binary classification tasks