The ngram chief complaint classifier: A novel method of automatically creating chief complaint classifiers based on international classification of diseases groupings.
Philip BrownSylvia HalászColin R. GoodallDennis G. CochranePeter MilanoJohn R. AllegraPublished in: J. Biomed. Informatics (2010)
Keyphrases
- classification method
- classification algorithm
- classification process
- training samples
- classification rate
- support vector machine
- feature set
- classification scheme
- k nearest neighbour
- binary classifiers
- bayes classifier
- multiple classifiers
- rule based classifier
- training set
- class labels
- svm classifier
- extracted features
- support vector
- ensemble classifier
- decision trees
- combining classifiers
- classifier ensemble
- support vector machine svm
- classification accuracy
- multi class classifier
- classification trees
- accurate classification
- classification schemes
- roc curve
- decision tree classifiers
- classification decisions
- machine learning
- nearest neighbour
- feature reduction
- class conditional
- supervised classifiers
- classifier combination
- combination of multiple classifiers
- nearest neighbor classifier
- text classification
- multi class
- probabilistic model
- feature space
- feature selection
- multi label classification
- text classifiers
- decision boundary
- discriminative classifiers
- weak classifiers
- unseen data
- accurate classifiers
- information extraction
- knn
- probabilistic classifiers