-MI: A hybrid feature selection based machine learning approach in diagnosis of chronic kidney disease.
Samrat Kumar DeyKhandaker Mohammad Mohi UddinHafiz Md. Hasan BabuMd. Mahbubur RahmanArpita HowladerK. M. Aslam UddinPublished in: Intell. Syst. Appl. (2022)
Keyphrases
- feature selection
- machine learning
- mutual information
- medical practice
- disease diagnosis
- early diagnosis
- diagnostic process
- diagnostic tool
- support vector
- text classification
- clinically relevant
- medical doctors
- early detection
- conditional mutual information
- chronic disease
- text categorization
- learning algorithm
- classification accuracy
- support vector machine
- feature space
- feature engineering
- feature extraction
- feature selection algorithms
- model selection
- multi class
- image registration
- fault diagnosis
- model based diagnosis
- medical diagnosis
- clinical practice
- similarity measure
- learning tasks
- machine learning methods
- feature set
- active learning
- data analysis
- decision trees
- feature generation
- feature ranking
- learning problems
- text mining