Tree-Based Ensemble Models and Algorithms for Classification.
John TsiligaridisPublished in: ICAIIC (2023)
Keyphrases
- machine learning algorithms
- learning algorithm
- decision trees
- classification algorithm
- benchmark datasets
- machine learning methods
- model selection
- accurate classifiers
- ensemble classifier
- classification accuracy
- neural network
- machine learning approaches
- classification models
- image classification
- statistical methods
- akaike information criterion
- final classification
- data mining
- feature extraction
- learning models
- pattern recognition
- computational complexity
- training set
- probabilistic model
- classification method
- cross validation
- optimization problems
- training data
- class labels
- mathematical models
- nearest neighbour
- feature vectors
- binary classification problems
- data sets
- training samples