PROPER: Performance visualization for optimizing and comparing ranking classifiers in MATLAB.
Samad JahandidehFatemeh SharifiLukasz JaroszewskiAdam GodzikPublished in: Source Code Biol. Medicine (2015)
Keyphrases
- diversity measures
- feature ranking
- accurate classification
- support vector
- ranking algorithm
- web search
- feature selection
- link analysis
- training set
- decision trees
- learning to rank
- data analysis
- probability estimation
- image processing
- test set
- machine learning algorithms
- naive bayes
- class membership
- training data
- supervised classification
- training samples
- visualization tools
- data sets
- multiple classifiers
- confusion matrices
- interactive visualization
- classifier ensemble
- data visualization
- ranking functions
- classification method
- self organizing maps
- text classification
- visual representation
- classifier combination
- loss function