Improving GP classification performance by injection of decision trees.
Rikard KönigUlf JohanssonTuve LöfströmLars NiklassonPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- decision trees
- predictive accuracy
- genetic programming
- machine learning
- machine learning algorithms
- classification rules
- classification accuracy
- classification models
- pattern classification
- decision tree algorithms
- feature vectors
- naive bayes
- image classification
- logistic regression
- automatic classification
- pattern recognition
- decision tree classifiers
- benchmark datasets
- training set
- decision rules
- training data
- feature construction
- software quality classification
- fuzzy decision trees
- rule induction
- machine learning methods
- classification algorithm
- class labels
- text classification
- support vector machine
- multivariate decision trees
- preprocessing
- feature extraction
- decision tree learning algorithm
- classification method
- decision tree induction
- classification trees
- nearest neighbour
- random forest
- base classifiers
- data mining methods
- rule sets
- active learning
- feature selection