Investigation of a Joint Splitting Criteria for Decision Tree Classifier Use of Information Gain and Gini Index.
Vikas JainAshish PhophaliaJignesh S. BhattPublished in: TENCON (2018)
Keyphrases
- gini index
- decision tree classifiers
- decision trees
- information gain
- naive bayes
- feature selection
- mutual information
- bayes optimal
- text categorization
- machine learning algorithms
- machine learning
- support vector
- random forests
- decision forest
- training data
- misclassification error
- support vector machine
- training set
- pruning algorithm
- correlation coefficient
- classification models
- shannon entropy