A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers.
Seppo PuuronenVagan Y. TerziyanPublished in: DEXA Workshop (1999)
Keyphrases
- data mining
- ensemble learning
- training data
- multiple classifiers
- ensemble classifier
- similarity measure
- classifier ensemble
- ensemble pruning
- training set
- final classification
- support vector
- decision tree classifiers
- randomized trees
- random forest
- test set
- imbalanced data
- neural network
- machine learning
- decision trees
- knowledge discovery
- individual classifiers
- support vector machine
- linear classifiers
- feature set
- data mining techniques
- text mining
- majority voting
- machine learning algorithms
- random forests
- association rules
- combining classifiers
- ensemble members
- ensemble classification
- machine learning methods
- distance measure