Improving Classification Trustworthiness in Random Forests.
Maria Stella De BiaseFiammetta MarulliLaura VerdeStefano MarronePublished in: CSR (2021)
Keyphrases
- random forests
- decision trees
- tree ensembles
- machine learning algorithms
- random forest
- regression forests
- classification and regression trees
- classification accuracy
- randomized trees
- accurate classifiers
- ensemble methods
- pattern recognition
- logistic regression
- feature selection
- machine learning methods
- machine learning
- feature space
- feature vectors
- regression problems
- data sets
- text classification
- feature set
- supervised learning
- support vector machine
- regression trees
- class labels
- classification algorithm
- feature extraction
- benchmark datasets
- image classification
- support vector
- classification trees
- simulated annealing