A comparative study on the use of similarity measures in case-based reasoning to improve the classification of environmental system situations.
Héctor NúñezMiquel Sànchez-MarrèUlises CortésJoaquim ComasMontserrat MartínezIgnasi Rodríguez-RodaManel PochPublished in: Environ. Model. Softw. (2004)
Keyphrases
- case based reasoning
- similarity measure
- classification accuracy
- text classification
- decision trees
- automatic classification
- feature vectors
- classification systems
- pattern classification
- support vector machine
- feature selection
- classification process
- decision rules
- machine learning
- feature extraction
- image classification
- improve the classification accuracy
- classification scheme
- pattern recognition
- cost sensitive
- training set
- supervised learning
- benchmark datasets
- mutual information
- distance measure
- classification method
- classification algorithm
- edit distance
- support vector machine svm
- training samples