Robust Electric Motor Fault Classification with Extra Trees Classifier on Comprehensive Dataset.
Syed Safdar HussainSyed Sajjad Haider ZaidiPublished in: ECAI (2024)
Keyphrases
- decision trees
- feature set
- classification process
- classification scheme
- classification method
- classification algorithm
- fold cross validation
- benchmark datasets
- feature selection
- classification rate
- support vector machine
- robust classification
- class labels
- classification models
- training set
- classification accuracy
- feature space
- high classification accuracy
- svm classifier
- nearest neighbour
- training dataset
- decision boundary
- accurate classification
- final classification
- feature extraction and classification
- classification decisions
- training data
- support vector
- learning vector quantization
- higher classification accuracy
- binary classifiers
- support vector machine svm
- multi category
- training samples
- bayesian classifier
- text classification
- classification trees
- optimum path forest
- nearest neighbor classifier
- classifier combination
- learning algorithm
- probabilistic classifiers
- highly discriminative
- associative classifiers
- accurate classifiers
- unseen data
- fuzzy classifier
- multiple classifier systems
- k nearest neighbour
- ensemble classifier
- fuzzy support vector machine
- fault detection
- face recognition
- binary decision tree
- decision tree classifiers
- multiclass classification
- pattern classification
- naive bayes classifier
- cost sensitive
- extracted features
- weak classifiers