GMDH-based feature ranking and selection for improved classification of medical data.
R. E. Abdel-AalPublished in: J. Biomed. Informatics (2005)
Keyphrases
- medical data
- feature ranking
- feature selection
- classification models
- feature subset selection
- support vector machine
- pattern recognition
- machine learning
- multi layer perceptron
- decision trees
- medical images
- feature subset
- classification accuracy
- support vector machine svm
- feature set
- image classification
- high dimensionality
- selection algorithm
- supervised learning
- generalization ability
- classification rate
- fold cross validation
- data mining
- cross validation
- model selection
- text classification
- support vector
- classification method
- classification algorithm
- class labels
- random forest
- text categorization
- feature selection algorithms
- dimensionality reduction
- nearest neighbor
- data analysis
- neural network