A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees.
Joaquín AbellánJavier G. CastellanoCarlos Javier MantasPublished in: Complex. (2017)
Keyphrases
- decision trees
- ensemble learning
- model averaging
- label noise
- image noise
- training set
- classifier ensemble
- noisy environments
- salt pepper
- randomized trees
- decision tree classifiers
- ensemble classifier
- estimation error
- tree ensembles
- individual classifiers
- multi class
- support vector machine
- noise level
- learning algorithm
- machine learning
- classification trees
- noise reduction
- missing data
- input data
- training data
- random forest
- classification models
- majority voting
- decision tree learning
- feature extraction