Benchmarking Analysis of the Accuracy of Classification Methods Related to Entropy.
Yolanda OrenesAlejandro RabasaJesús Javier Rodríguez-SalaJoaquín Sánchez-SorianoPublished in: Entropy (2021)
Keyphrases
- classification accuracy
- classification method
- machine learning methods
- computational cost
- classification systems
- benchmark datasets
- higher classification accuracy
- robust classification
- significant improvement
- benchmark data sets
- cross validation
- accuracy rate
- mutual information
- improved accuracy
- feature space
- feature selection
- preprocessing
- pattern recognition
- predictive accuracy
- generalization ability
- training data
- support vector
- prediction accuracy
- multi class
- support vector machine
- k nearest neighbour
- accurate classification
- multiclass classification
- data mining
- classification models
- classification performances
- feature subset
- classification rules
- classification algorithm
- class labels
- image classification
- high accuracy
- feature vectors
- training set
- data analysis
- feature extraction
- decision trees
- machine learning