Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN.
René-Vinicio SánchezPablo LuceroRafael E. VásquezMariela CerradaJean MacancelaDiego CabreraPublished in: J. Intell. Fuzzy Syst. (2018)
Keyphrases
- rotating machinery
- knn
- random forest
- fault diagnosis
- feature ranking
- k nearest neighbor
- neural network
- fault detection
- text categorization
- feature selection
- fold cross validation
- decision trees
- nearest neighbor
- multi label
- feature set
- fuzzy logic
- support vector machine
- expert systems
- text classification
- ensemble methods
- ensemble learning
- classification method
- support vector machine svm
- classification algorithm
- bp neural network
- image processing
- base classifiers
- support vector
- multi layer perceptron
- machine learning algorithms
- power plant
- soft computing
- benchmark datasets
- artificial neural networks
- genetic algorithm