Automatic Classification Using Decision Tree and Support Vector Machine.
Youngshin HanChilgee LeePublished in: KES (2) (2005)
Keyphrases
- automatic classification
- support vector machine
- decision trees
- decision forest
- training data
- training set
- machine learning
- multi class
- decision tree induction
- svm classifier
- logistic regression
- support vector
- automatic detection
- k nearest neighbor
- predictive accuracy
- decision tree classifiers
- multi class support vector machines
- decision tree algorithm
- web page classification
- feature selection
- random forest
- naive bayes
- classification rules
- automatically classify
- decision tree learning
- hyperplane
- information gain
- support vector machine svm
- radial basis function
- high classification accuracy
- knn
- small sample
- features extraction
- attribute selection
- classification method
- decision table
- kernel methods
- text mining
- ensemble classifier
- information extraction
- ensemble methods
- active learning
- kernel function
- feature vectors
- classification algorithm
- stock market prediction
- feature space