Analysis of the trade-offs between parametric and non-parametric classifiers for classification of faults in pneumatic actuator. Case: DAMADICS.
Priyadarshini MahalingamKalpana DharmalingamT. ThyagarajanPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- trade off
- decision trees
- support vector
- svm classifier
- classification systems
- feature extraction
- training set
- machine learning algorithms
- classification algorithm
- machine learning methods
- supervised classification
- feature set
- control system
- support vector machine
- classification process
- classification decisions
- classification method
- binary classification problems
- classification procedure
- improves the classification accuracy
- feature selection
- support vector machine svm
- training samples
- feature vectors
- class labels
- classification accuracy
- pattern recognition
- optimum path forest
- classifier combination
- accurate classification
- multiclass classification
- image classification
- roc curve
- naive bayes
- text classification
- fault detection
- ensemble classifier
- classification rate
- k nearest neighbour
- active learning
- parametric models
- associative classifiers
- control method
- classification models
- multi category
- machine learning