E-Mail Classification Using SVM Learning Algorithm.
Mu Hee SongSoo Yeon LimSeong-Bae ParkDong-Jin KangSang-Jo LeePublished in: IC-AI (2005)
Keyphrases
- support vector machine svm
- classification algorithm
- generalization ability
- learning algorithm
- support vector
- support vector machine
- classification method
- machine learning
- svm classifier
- feature selection
- improves the classification accuracy
- feature vectors
- classification accuracy
- supervised learning
- svm classification
- multi class classification
- machine learning algorithms
- pattern recognition
- support vector machine classifiers
- spam filtering
- knn
- high classification accuracy
- multi class
- maximum margin
- spam e mail
- partially supervised
- decision trees
- training data
- training set
- model selection
- feature space
- pre classified
- unbalanced data
- image classification
- feature extraction
- structured output
- multi class svm
- text classification
- k nearest neighbor
- nearest neighbour algorithm
- class labels
- spam detection
- standard svm
- kernel function
- training samples
- back propagation
- histogram intersection kernel
- multiclass support vector machines