Relating instance hardness to classification performance in a dataset: a visual approach.
Pedro Yuri Arbs PaivaCamila Castro MorenoKate Smith-MilesMaria Gabriela ValerianoAna Carolina LorenaPublished in: Mach. Learn. (2022)
Keyphrases
- benchmark datasets
- pattern classification
- classification accuracy
- automatic classification
- classification method
- support vector
- support vector machine svm
- training dataset
- feature set
- classification rate
- visual information
- text classification
- support vector machine
- pattern recognition
- feature selection
- fold cross validation
- classification systems
- machine learning
- classification algorithm
- decision rules
- unsupervised learning
- image classification
- training samples
- classification models
- multi class
- feature space
- computational complexity
- eeg signals
- decision trees