Enlarging the Margins in Perceptron Decision Trees.
Kristin P. BennettNello CristianiniJohn Shawe-TaylorDonghui WuPublished in: Mach. Learn. (2000)
Keyphrases
- decision trees
- soft margin
- training set
- decision tree induction
- learning algorithm
- neural network
- random forest
- machine learning algorithms
- naive bayes
- machine learning
- feature construction
- predictive accuracy
- logistic regression
- training data
- data mining methods
- neural nets
- decision tree algorithm
- random forests
- attribute selection
- decision rules
- classification rules
- support vector machine
- support vector
- constructive induction
- perceptron algorithm
- maximal margin
- classification trees
- maximum margin
- learning rules
- generalization error
- classification models
- pairwise