On the Stability of Fuzzy Classifiers to Noise Induction.
Javier Fumanal-IdocinHumberto BustinceJavier Andreu-PerezHani HagrasPublished in: FUZZ (2023)
Keyphrases
- fuzzy sets
- decision trees
- random noise
- noisy data
- fuzzy logic
- fuzzy rules
- attribute oriented
- test set
- noise reduction
- impulse noise removal
- membership functions
- feature selection
- training data
- support vector
- fuzzy controller
- stability analysis
- linear classifiers
- fuzzy numbers
- fuzzy clustering
- naive bayes
- training set
- machine learning
- active learning
- attribute oriented induction
- missing data
- training and testing data
- classification algorithm
- median filter
- ensemble learning
- noise level
- inductive learning
- fuzzy systems
- rule induction
- ensemble classifier
- feature set
- machine learning algorithms
- classifier combination
- signal to noise ratio