Noise-Augmented Boruta: The Neural Network Perturbation Infusion with Boruta Feature Selection.
Hassan GharounNavid YazdanjueMohammad Sadegh KhorshidiAmir H. GandomiPublished in: CoRR (2023)
Keyphrases
- neural network
- feature selection
- machine learning
- text categorization
- train a neural network
- random noise
- general regression neural networks
- network architecture
- signal to noise ratio
- support vector machine
- artificial neural networks
- additive noise
- dimensionality reduction
- image noise
- text classification
- neural nets
- bp neural network
- neural network is trained
- noisy images
- neural network model
- multi class
- activation function
- median filter
- noisy data
- pattern recognition
- missing data
- genetic algorithm
- input data
- mutual information
- fuzzy logic
- learning vector quantization
- discriminatory power
- discriminative features
- perturbation method
- noise model
- data sets
- selected features
- feature space
- noise level
- multilayer perceptron
- microarray data
- radial basis function
- self organizing maps
- back propagation
- classification accuracy
- model selection
- feature set