Comparative Study of Feature Reduction and Machine Learning Methods for Spam Detection.
Basant AgarwalNamita MittalPublished in: SocProS (2012)
Keyphrases
- comparative study
- spam detection
- feature reduction
- rough sets
- text categorization
- random forest
- linear discriminant analysis
- spam filtering
- feature set
- reduction method
- classification accuracy
- feature selection
- texture segmentation
- support vector machine
- rough set theory
- knn
- k nearest neighbor
- viterbi algorithm
- hidden markov models
- feature extraction
- fraud detection
- data structure
- ensemble methods
- text classification
- selection algorithm
- language model
- dimensionality reduction
- natural language processing
- multiresolution
- feature space
- pattern recognition