Training set fuzzification based on histogram to increase the performance of a neural network.
Eva VolnáRobert JarusekMartin KotyrbaJaroslav ZácekPublished in: Appl. Math. Comput. (2021)
Keyphrases
- neural network
- training set
- training patterns
- test set
- fuzzy systems
- neural network model
- pattern recognition
- training data
- back propagation
- artificial neural networks
- gray level
- classification algorithm
- supervised learning
- nearest neighbor
- fuzzy logic
- active learning
- cross validation
- neural network is trained
- fuzzy inference system
- training algorithm
- test data
- feature space
- data sets
- fault diagnosis
- classification accuracy
- test images
- radial basis function
- feature extraction
- feed forward
- prediction model
- bp neural network
- decision trees
- training samples
- network architecture
- model selection
- machine learning
- support vector machine