Enhancing Iterative Dichotomiser 3 algorithm for classification decision tree.
Ayman E. KhedrAmira M. IdreesAhmed I. El SeddawyPublished in: WIREs Data Mining Knowl. Discov. (2016)
Keyphrases
- decision trees
- decision tree algorithm
- classification algorithm
- dynamic programming
- detection algorithm
- matching algorithm
- learning algorithm
- classification method
- preprocessing
- k means
- cost function
- support vector machine svm
- expectation maximization
- machine learning
- nearest neighbour
- image classification
- simulated annealing
- classification trees
- optimal solution
- class labels
- multi class classification
- accuracy rate
- classification scheme
- extracted features
- recognition algorithm
- predictive accuracy
- classification rules
- worst case
- classification rate
- machine learning algorithms
- naive bayes
- bayesian classifier
- bayesian networks
- multivariate decision trees