mlscorecheck: Testing the consistency of reported performance scores and experiments in machine learning.
György KovácsAttila FazekasPublished in: Neurocomputing (2024)
Keyphrases
- machine learning
- pattern recognition
- machine learning algorithms
- artificial intelligence
- feature selection
- machine learning methods
- computer science
- active learning
- support vector machine
- learning systems
- consistency checking
- inductive learning
- learning tasks
- constraint networks
- test cases
- path consistency
- natural language processing
- information extraction
- data analysis
- decision trees
- global consistency
- data mining
- machine learning and data mining
- previously reported
- scoring methods
- kernel methods
- constraint satisfaction problems
- model selection
- computational intelligence
- text mining
- computer vision
- genetic algorithm