Agreements 'in the wild': Standards and alignment in machine learning benchmark dataset construction.
Isak EngdahlPublished in: Big Data Soc. (2024)
Keyphrases
- benchmark datasets
- machine learning
- computer vision
- ensemble methods
- pattern recognition
- learning algorithm
- machine learning methods
- inductive learning
- construction process
- terms of classification accuracy
- support vector machine
- computational intelligence
- supervised machine learning
- machine learning algorithms
- data mining
- explanation based learning
- machine learning approaches
- pedestrian detection
- learning systems
- transfer learning
- natural language processing
- information extraction
- knowledge representation
- decision trees
- artificial intelligence
- genetic algorithm
- statistical methods
- kernel methods
- learning tasks
- learning problems
- model selection
- supervised learning
- image alignment
- natural language
- word alignment