Single and Combined Algorithms for Open Set Classification on Image Datasets.
Modafar Al-ShouhaGábor SzücsPublished in: Acta Cybern. (2024)
Keyphrases
- machine learning algorithms
- learning algorithm
- classification accuracy
- classification algorithm
- benchmark datasets
- pattern recognition
- theoretical analysis
- image classification
- machine learning methods
- supervised learning
- support vector
- data structure
- decision trees
- feature vectors
- classification process
- optimization problems
- automatic classification
- orders of magnitude
- decision rules
- binary classification problems
- classification systems
- classification models
- times faster
- feature selection
- classification method
- feature extraction
- training data
- model selection
- data sets
- computational complexity
- significant improvement