Decision Trees Based Classification of Cardiotocograms Using Bagging Approach.
Syed Ahsin Ali ShahWajid AzizMuhammad ArifMalik Sajjad Ahmed NadeemPublished in: FIT (2015)
Keyphrases
- decision trees
- machine learning
- random forest
- decision tree classifiers
- predictive accuracy
- ensemble methods
- random forests
- machine learning algorithms
- decision rules
- decision tree induction
- decision tree learning
- classification models
- training set
- logistic regression
- classification accuracy
- training data
- base classifiers
- naive bayes
- classification rules
- imbalanced data
- attribute selection
- decision tree algorithm
- pattern recognition
- support vector
- generalization ability
- benchmark datasets
- rule induction
- ensemble classification
- multivariate decision trees
- data sets
- ensemble learning
- meta learning
- text categorization
- training samples
- feature construction
- image classification
- multi class
- decision forest
- learning algorithm