Diabetes mellitus prediction and diagnosis from a data preprocessing and machine learning perspective.
Chollette C. OlisahLyndon N. SmithMelvyn L. SmithPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- data preprocessing
- diabetes mellitus
- machine learning
- data mining
- feature selection
- preprocessing
- diabetic patients
- preprocessing step
- learning algorithm
- machine learning algorithms
- feature ranking
- risk factors
- web usage mining
- decision trees
- fault diagnosis
- machine learning methods
- information extraction
- data cleaning
- databases
- data streams
- data processing
- dimensionality reduction
- text mining
- natural language processing
- artificial neural networks
- pattern recognition