DeepPINK: reproducible feature selection in deep neural networks.
Yang Young LuYingying FanJinchi LvWilliam Stafford NoblePublished in: NeurIPS (2018)
Keyphrases
- neural network
- feature selection
- text categorization
- mutual information
- pattern recognition
- recurrent neural networks
- feed forward
- text classification
- feature selection algorithms
- irrelevant features
- fuzzy logic
- support vector
- feature extraction
- machine learning
- artificial neural networks
- multi layer
- information gain
- method for feature selection
- neural nets
- high dimensionality
- rule extraction
- discriminative features
- support vector machine
- fuzzy systems
- multi task
- classification models
- genetic algorithm
- feature subset
- learning algorithm
- feature ranking
- feature set
- multi class
- unsupervised feature selection
- deep learning
- conditional mutual information
- feature weighting
- fuzzy neural network
- multilayer perceptron
- gene expression data
- self organizing maps
- model selection
- principal component analysis
- classification accuracy
- face recognition
- data mining