The influence of prior knowledge on the expected performance of a classifier.
Vladimir B. BerikovAlexander LitvinenkoPublished in: Pattern Recognit. Lett. (2003)
Keyphrases
- prior knowledge
- training data
- bayesian framework
- learning algorithm
- training set
- training samples
- class labels
- feature space
- feature selection
- classification scheme
- face recognition
- linear classifiers
- decision trees
- classification method
- support vector
- classification process
- ensemble learning
- prior information
- svm classifier
- domain knowledge
- data sets
- generative model
- feature set
- classification accuracy
- weak classifiers
- social influence
- multiple kernel learning
- classifier systems