Classification performance of various real-life data sets when the features are discretized.
Robert S. Lynch Jr.Peter K. WillettPublished in: SMC (2001)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- feature extraction
- classification method
- classification models
- feature space
- pattern recognition
- classification process
- benchmark datasets
- feature analysis
- extracted features
- co occurrence
- feature selection
- gender classification
- decision trees
- image features
- feature representation
- low level
- svm classifier
- machine learning
- irrelevant features
- machine learning approaches
- classification scheme
- feature selection algorithms
- feature values
- high dimensionality
- classification algorithm
- class labels
- textural features
- image classification
- feature reduction
- training set
- feature extraction and classification
- support vector
- feature weights
- classification rules
- eeg signals
- supervised classification
- support vector machine
- preprocessing
- naive bayes classifier
- multiple classifiers
- features extraction
- training samples
- knn
- discriminating features
- writer identification