Decision tree classification with bounded number of errors.
Aline Medeiros SaettlerEduardo Sany LaberFelipe de A. Mello PereiraPublished in: Inf. Process. Lett. (2017)
Keyphrases
- decision trees
- pattern classification
- machine learning
- classification systems
- classification models
- pattern recognition
- training set
- classification accuracy
- support vector
- image classification
- text classification
- predictive accuracy
- machine learning methods
- classification method
- false negative
- decision rules
- logistic regression
- machine learning algorithms
- naive bayes
- support vector machine svm
- unsupervised learning
- preprocessing
- feature vectors
- false positive and false negative
- feature construction
- attribute selection
- decision tree algorithm
- decision tree learning
- decision tree learning algorithm
- classification rules
- classification algorithm
- svm classifier
- class labels
- supervised learning
- small number
- feature selection