Associations between psychologists' thinking styles and accuracy on a diagnostic classification task.
Alexander A. AartsCilia WittemanPierre M. SourenJos I. M. EggerPublished in: Synth. (2012)
Keyphrases
- classification accuracy
- accuracy rate
- pattern recognition
- generalization ability
- correct classification
- predictive accuracy
- support vector
- decision trees
- support vector machine
- prediction accuracy
- fold cross validation
- classification algorithm
- classification scheme
- feature selection
- high accuracy
- decision rules
- classification method
- machine learning
- classification rules
- automatic classification
- classification rate
- confusion matrix
- error rate
- text classification
- feature extraction
- computational cost
- training set
- neural network
- disease diagnosis
- clinical diagnosis
- random selection
- preprocessing
- supervised learning
- feature set
- recognition rate
- machine learning methods
- false positives
- svm classifier
- classification systems
- training data
- roc analysis
- pattern classification
- higher classification accuracy
- class labels