Multi-category Classification by Soft-Max Combination of Binary Classifiers.
Kaibo DuanS. Sathiya KeerthiWei ChuShirish Krishnaj ShevadeAun Neow PooPublished in: Multiple Classifier Systems (2003)
Keyphrases
- binary classifiers
- multi category
- multi class
- class probability estimation
- binary classification
- multi class classification
- support vector machine
- sparse data
- svm classifier
- training samples
- cross validation
- machine learning
- hyperplane
- feature space
- pattern recognition
- support vector
- risk minimization
- feature extraction
- image classification
- feature vectors
- cost sensitive
- classification algorithm
- machine learning methods
- high dimensionality
- training set
- extreme learning machine
- decision trees