The stability of two common matching functions in classification with respect to a proposed measure.
C. T. YuPublished in: J. Am. Soc. Inf. Sci. (1976)
Keyphrases
- similarity measure
- classification systems
- classification algorithm
- pattern recognition
- classification scheme
- classification accuracy
- support vector
- matching algorithm
- image classification
- supervised learning
- cost sensitive
- decision trees
- machine learning
- machine learning methods
- classification method
- object classification
- distance measure
- feature vectors
- data sets
- model selection
- machine learning algorithms
- decision rules
- support vector machine
- active learning
- training set
- pattern classification
- correlation coefficient
- feature space
- automatic classification
- preprocessing
- multiscale
- feature selection
- classification process