Accuracy of three classifiers of acute gastrointestinal syndrome for syndromic surveillance.
Oleg IvanovMichael M. WagnerWendy W. ChapmanRobert T. OlszewskiPublished in: AMIA (2002)
Keyphrases
- high accuracy
- training data
- individual classifiers
- computational cost
- classification accuracy
- higher classification accuracy
- confusion matrix
- support vector
- fold cross validation
- prediction accuracy
- test set
- naive bayes
- early detection
- data sets
- highest accuracy
- training set
- roc analysis
- video surveillance
- associative classifiers
- ensemble pruning
- improving classification accuracy
- multiple classifier systems
- classification models
- surveillance system
- detection rate
- logistic regression
- decision trees
- feature selection