Ensemble-learning approach for the classification of Levels Of Geometry (LOG) of building elements.
Jimmy AbualdenienAndré BorrmannPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- multiple classifiers
- support vector machine
- feature selection
- pattern recognition
- decision trees
- ensemble methods
- weak learners
- classification accuracy
- support vector machine svm
- mutual subspace method
- individual classifiers
- random forest
- classification algorithm
- class labels
- text classification
- learning algorithm
- support vector
- base classifiers
- base learners
- supervised learning
- data mining
- feature extraction
- expert systems
- feature vectors
- concept drift
- training samples
- feature set
- classification models
- image classification
- data distribution
- unsupervised learning