Concepts in Quality Assessment for Machine Learning - From Test Data to Arguments.
Fuyuki IshikawaPublished in: ER (2018)
Keyphrases
- test data
- quality assessment
- machine learning
- uncertainty handling
- test cases
- test set
- training data
- image quality
- human visual system
- learning algorithm
- data quality
- training set
- visual quality
- quality assurance
- image quality assessment
- decision trees
- quality metrics
- rough sets
- computer vision
- data sets
- machine learning algorithms
- handling uncertainty
- training samples
- high quality
- feature selection
- data mining
- visual information
- learning problems
- database
- text mining
- active learning
- reinforcement learning
- training and test data
- post treatment