DeepFeature: feature selection in nonimage data using convolutional neural network.
Alok SharmaArtem LysenkoKeith A. BoroevichEdwin VansTatsuhiko TsunodaPublished in: Briefings Bioinform. (2021)
Keyphrases
- data sets
- feature selection
- data structure
- small number
- data points
- raw data
- complex data
- original data
- synthetic data
- spatial data
- prior knowledge
- data analysis
- data quality
- training data
- learning algorithm
- mutual information
- network structure
- missing values
- experimental data
- sensor data
- convolutional neural network
- model selection
- data collection
- data processing
- text classification
- image data
- classification accuracy
- data sources
- support vector
- computer vision
- machine learning