An Evaluation of Four Resampling Methods Used in Machine Learning Classification.
Robbie T. NakatsuPublished in: IEEE Intell. Syst. (2021)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- classification method
- benchmark datasets
- text classification
- pattern recognition
- support vector machine
- feature selection
- machine learning approaches
- cross validation
- benchmark data sets
- classification systems
- computational cost
- gold standard
- decision trees
- unsupervised learning
- classification models
- robust classification
- multiclass classification
- evaluation criteria
- learning algorithm
- classification accuracy
- preprocessing
- statistical methods
- computer vision
- evaluation metrics
- statistical tests
- data sets
- supervised learning
- supervised classification
- significant improvement
- bayesian methods
- accurate classification
- feature extraction