A novel technique based on mutual information weighted feature selection to predict chronic kidney disease.
S. SavithaA. Rajiv KannanPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- image registration
- similarity measure
- chronic disease
- medical image registration
- sum of squared differences
- text categorization
- classification accuracy
- information theoretic measures
- feature subset
- naive bayes
- normalized mutual information
- deformation field
- disease diagnosis
- multimodal image registration
- machine learning
- early detection
- information theoretic criterion
- data sets
- multi class
- image processing
- computer vision
- high dimensionality
- feature selection algorithms
- selected features
- text classification
- feature set
- clinical applications
- dimensionality reduction
- support vector machine
- image analysis
- feature space
- feature extraction
- heart failure
- neural network