Machine learning for psychiatric patient triaging: an investigation of cascading classifiers.
Vivek Kumar SinghUtkarsh ShrivastavaLina BouayadBalaji PadmanabhanAnna IalynytchevSusan K. SchultzPublished in: J. Am. Medical Informatics Assoc. (2018)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- decision trees
- machine learning approaches
- emergency department
- supervised classification
- feature selection
- support vector
- training data
- learning algorithm
- test set
- linear classifiers
- training set
- naive bayes
- training samples
- pattern recognition
- medical data
- clinical data
- data mining
- learning problems
- knowledge acquisition
- text classification
- supervised learning
- knowledge discovery
- clinical practice
- data sets
- medical treatment
- inductive learning
- class labels
- training examples
- text mining
- support vector machine
- artificial intelligence
- roc curve
- learning tasks
- svm classifier
- semi supervised learning
- classifier combination
- roc analysis