Ensemble of optimal trees, random forest and random projection ensemble classification.
Zardad KhanAsma GulAris PerperoglouMiftahuddin MiftahuddinOsama MahmoudWerner AdlerBerthold LausenPublished in: Adv. Data Anal. Classif. (2020)
Keyphrases
- random forest
- ensemble classification
- ensemble classifier
- ensemble methods
- random projections
- decision trees
- random forests
- ensemble learning
- base classifiers
- benchmark datasets
- prediction accuracy
- feature subset
- feature set
- original data
- multi label
- dimensionality reduction
- majority voting
- machine learning methods
- feature selection
- machine learning algorithms
- naive bayes
- classifier ensemble
- computer vision
- generalization ability
- random sampling
- classification accuracy
- high dimensional