Instance-Based Spam Filtering Using SVM Nearest Neighbor Classifier.
Enrico BlanzieriAnton BrylPublished in: FLAIRS Conference (2007)
Keyphrases
- spam filtering
- nearest neighbor classifier
- knn
- nearest neighbor
- text classification
- support vector machine svm
- spam classification
- prototype selection
- support vector
- string kernels
- training samples
- support vector machine
- distance measure
- dynamic time warping
- spam filters
- stochastic gradient
- machine learning models
- distance function
- feature mapping
- complexity measures
- feature selection
- high dimensional data
- anti spam
- spam detection
- svm classifier
- svm classification
- decision boundary
- support vectors
- data mining
- kernel function
- training set
- training data
- kernel methods
- computer vision
- machine learning