Improving Classification Results in Network Data Analysis using Interpretability Methods.
Domazoj BegusicLuke Frederick WalkerSanja KrznaricDamir PintarPublished in: SoftCOM (2022)
Keyphrases
- classification method
- machine learning methods
- preprocessing
- data analysis
- benchmark datasets
- data mining
- classification systems
- pattern classification
- cross validation
- image classification
- data pre processing
- accurate classification
- classification models
- density estimation
- support vector machine
- classification accuracy
- computational cost
- significant improvement
- machine learning
- supervised learning
- feature extraction
- multiclass classification
- support vector
- network model
- pattern recognition
- feature space
- training set
- computer networks
- feature vectors
- decision rules
- model selection