Letter: Performance of SVM and Bayesian classifiers on the systematic review classification task.
Stan MatwinAlexandre KouznetsovDiana InkpenOana FrunzaPeter O'BlenisPublished in: J. Am. Medical Informatics Assoc. (2011)
Keyphrases
- bayesian classifiers
- support vector machine svm
- bayesian classifier
- support vector
- support vector machine
- improving classification accuracy
- bayesian network classifiers
- supervised classification
- systematic review
- logistic regression
- classification method
- decision trees
- svm classifier
- feature vectors
- feature selection
- cost sensitive learning
- classification algorithm
- naive bayes
- classification accuracy
- feature space
- training set
- probability estimation
- multi class classification
- bayesian methods
- machine learning
- feature extraction
- multi class
- base classifiers
- supervised learning
- empirical studies
- training samples
- cost sensitive
- knn
- unsupervised learning
- benchmark datasets
- data sets