The importance of signal pre-processing for machine learning: The influence of Data scaling in a driver identity classification.
Najmeddine AbdennourTarek OuniNader Ben AmorPublished in: AICCSA (2021)
Keyphrases
- machine learning
- preprocessing
- pattern recognition
- data sets
- data structure
- decision trees
- statistical analysis
- data analysis
- data points
- pre processed
- supervised learning
- data collection
- text classification
- database
- image data
- classification accuracy
- natural language processing
- data mining techniques
- signal processing
- data sources
- feature extraction
- model selection
- face recognition
- spatial data
- machine learning methods
- raw data
- data quality
- classification models
- feature selection
- preprocessing steps