Important Complexity Reduction of Random Forest in Multi-Classification Problem.
Kawther HassineAiman ErbadRidha HamilaPublished in: IWCMC (2019)
Keyphrases
- random forest
- decision trees
- complexity reduction
- feature set
- classification accuracy
- image classification
- feature extraction
- ensemble methods
- ensemble classifier
- decision tree learning algorithms
- support vector
- feature space
- image coding
- multi label
- feature selection
- machine learning methods
- support vector machine
- computational complexity
- machine learning
- benchmark datasets
- support vector machine svm
- cost sensitive
- svm classifier
- text classification
- image compression
- feature vectors
- fractal image compression
- multiscale