Application of similarity measures with uncertainty in classification methods.
Barbara PekalaEwa RakDawid KosiorMarcin MrukowiczJan G. BazanPublished in: FUZZ-IEEE (2020)
Keyphrases
- machine learning methods
- benchmark datasets
- cross validation
- benchmark data sets
- similarity measure
- classification method
- classification systems
- preprocessing
- robust classification
- higher classification accuracy
- feature vectors
- classification accuracy
- classification models
- model selection
- accurate classification
- computational cost
- decision trees
- machine learning
- k nearest neighbour
- multiclass classification
- feature extraction and classification
- neural network
- neural networks and support vector machines
- feature subset
- support vector machine svm
- training samples
- support vector machine
- active learning
- recommender systems
- feature selection
- learning algorithm