Framework Based on Simulation of Real-World Message Streams to Evaluate Classification Solutions.
Wenny Hojas-MazoFrancisco Maciá PérezJosé Vicente Berná-MartínezMailyn Moreno-EspinoIren Lorenzo-FonsecaJuan PavónPublished in: Algorithms (2024)
Keyphrases
- real world
- support vector
- preprocessing
- classification systems
- pattern recognition
- wide range
- classification process
- classification scheme
- support vector machine
- main contribution
- simulation environment
- video classification
- neural network
- classification rules
- class labels
- synthetic data
- text classification
- classification accuracy
- feature space
- feature set
- model selection
- lightweight
- supervised learning
- semi supervised
- benchmark datasets
- multi class
- pattern classification
- feature vectors
- objective function
- feature selection
- learning algorithm