Microbiomarkers Discovery in Inflammatory Bowel Diseases using Network-Based Feature Selection.
Mostafa M. AbbasThanh LeHalima BensmailVasant G. HonavarYasser El-ManzalawyPublished in: BCB (2018)
Keyphrases
- feature selection
- bio medical
- mutual information
- feature set
- text categorization
- machine learning
- selected features
- information gain
- data mining
- scientific discovery
- feature weighting
- feature selection algorithms
- microarray data
- text classification
- model selection
- gene expression data
- pattern discovery
- dimensionality reduction
- classification accuracy
- support vector
- discriminative features
- discovery process
- high dimensionality
- multi task
- data analysis
- systems biology
- learning algorithm
- neural network