Spam Filtering with KNN: Investigation of the Effect of k Value on Classification Performance.
Durmus Özkan SahinSercan DemirciPublished in: SIU (2020)
Keyphrases
- spam filtering
- knn
- text classification
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine svm
- nearest neighbor
- knn algorithm
- machine learning models
- knn classification
- text categorization
- distance function
- support vector machine
- knn classifier
- feature selection
- feature mapping
- nearest neighbour
- anti spam
- spam detection
- naive bayes
- string kernels
- nearest neighbor algorithm
- distance measurement
- machine learning
- k nearest
- text mining
- similarity search
- spam filters
- feature space
- feature extraction
- dimensionality reduction methods
- information retrieval
- majority voting
- decision trees
- classification accuracy
- class labels
- neural network
- multi class