Investigation of machine learning classification methods effectiveness.
Dmytro SavchukAnastasiya DoroshenkoPublished in: CSIT (1) (2021)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- preprocessing
- model selection
- machine learning approaches
- computational cost
- classification method
- benchmark datasets
- text classification
- classification systems
- decision trees
- supervised learning
- benchmark data sets
- pattern recognition
- cross validation
- neural networks and support vector machines
- multiclass classification
- accurate classification
- classification algorithm
- image classification
- classification rules
- pattern classification
- text mining
- classification scheme
- feature vectors
- training set
- artificial intelligence
- cost sensitive learning
- data mining
- multiple classifier systems
- supervised machine learning
- robust classification
- data sets