On the Explicit Use of Example Weights in the Construction of Classifiers.
Andrew Naish-GuzmanSean B. HoldenUlrich PaquetPublished in: ICANN (2) (2005)
Keyphrases
- training data
- linear combination
- weighted voting
- feature weights
- linear classifiers
- decision trees
- naive bayes
- weighted sum
- relative importance
- supervised classification
- feature selection
- decision stumps
- machine learning
- construction process
- nearest neighbour
- ensemble learning
- classification models
- test set
- classification systems
- classification rate
- machine learning methods
- training samples
- classifier ensemble
- classifier combination
- multiple classifier systems