The EFS-Server: A Web-Application for Feature Selection in Binary Classification.
Ursula NeumannDominik HeiderPublished in: KDWeb (2016)
Keyphrases
- binary classification
- web applications
- feature selection
- multi class
- support vector
- support vector machine
- class imbalance
- learning problems
- multi label
- cost sensitive
- generalization error
- text categorization
- web server
- application developers
- web browser
- web services
- end users
- feature set
- rich internet applications
- model selection
- web application development
- classification accuracy
- machine learning
- high dimensionality
- learning rails
- feature extraction
- feature space
- flow diagram
- ensemble methods
- learning tasks
- kernel methods
- dimensionality reduction
- text classification
- training data
- feature subset
- high dimensional
- unsupervised learning
- business logic
- naive bayes
- class distribution
- cross validation
- image features
- expert systems
- learning algorithm