Comparing Machine-Learning Classifiers in Keratoconus Diagnosis from ORA Examinations.
Aydano P. MachadoJoão Marcelo LyraRenato Ambrósio Jr.Guilherme RibeiroLuana P. N. AraújoCamilla XavierEvandro CostaPublished in: AIME (2011)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- decision trees
- machine learning approaches
- feature selection
- supervised classification
- learning algorithm
- learning classifier systems
- training data
- meta learning
- training set
- supervised learning
- pattern recognition
- support vector
- roc analysis
- medical diagnosis
- artificial intelligence
- linear classifiers
- inductive learning
- feature set
- classification systems
- multiple classifier systems
- data mining
- naive bayes
- text classification
- classification models
- classification algorithm
- model based diagnosis
- confusion matrices
- fault diagnosis
- logistic regression
- information extraction
- training examples
- training samples
- knowledge acquisition
- data analysis
- statistical methods
- knowledge representation
- knowledge discovery
- feature ranking
- explanation based learning
- computational intelligence
- class labels
- fault detection
- classification rate
- svm classifier
- classification method
- learning problems
- learning tasks