Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease.
Robin VliegerElena DaskalakiDeborah ApthorpChristian J. LückHanna SuominenPublished in: MedInfo (2023)
Keyphrases
- data pre processing
- machine learning
- data analysis
- data mining
- preprocessing
- data preparation
- feature selection
- brain activity
- decision tree algorithm
- activation detection
- data mining process
- pattern recognition
- decision trees
- support vector machine
- knowledge discovery
- pattern extraction
- missing values
- data quality
- brain computer interface
- knowledge discovery in databases
- supervised learning
- feature vectors
- healthy subjects
- functional connectivity