Quality of Data in Machine Learning.
Antti KariluotoJoni KultanenJukka SoininenArto PärnänenPekka AbrahamssonPublished in: QRS Companion (2021)
Keyphrases
- machine learning
- data analysis
- data sets
- data quality
- raw data
- high quality
- data processing
- neural network
- data structure
- synthetic data
- xml documents
- knowledge discovery
- statistical analysis
- text classification
- data mining techniques
- training data
- image data
- data points
- probability distribution
- end users
- computer systems
- data sources
- high dimensional data
- decision trees
- original data
- computer vision
- big data
- low quality