Performance analysis of attributes selection and discretization of Parkinson's disease dataset using machine learning techniques: a comprehensive approach.
Kamalakannan KaliyanAnandharaj GanesanM. A. GunavathiePublished in: Int. J. Syst. Assur. Eng. Manag. (2023)
Keyphrases
- continuous attributes
- numeric attributes
- attribute values
- selection strategy
- database
- nominal attributes
- discretization method
- neural network
- continuous valued attributes
- benchmark datasets
- synthetic datasets
- disease diagnosis
- class imbalanced data
- outbreak detection
- diagnostic tool
- discretization methods
- numerical attributes
- decision table
- training data
- genetic algorithm
- data mining
- data sets