On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach.
Steven SalzbergPublished in: Data Min. Knowl. Discov. (1997)
Keyphrases
- support vector
- training data
- machine learning algorithms
- decision trees
- training set
- machine learning methods
- linear classifiers
- supervised classification
- feature selection
- classification method
- svm classifier
- test set
- training examples
- confusion matrix
- classifier systems
- ensemble classifier
- confusion matrices
- logistic regression
- classification decisions
- majority vote
- multiple classifier systems
- multiple classifiers
- decision boundary
- feature space
- machine learning approaches
- feature set
- classification models
- design patterns
- recognition rate