Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers.
Harald SemmelrockTony Ross-HellauerSimone KopeinikDieter TheilerArmin HaberlStefan ThalmannDominik KowaldPublished in: CoRR (2024)
Keyphrases
- machine learning
- natural language processing
- machine learning algorithms
- learning systems
- inductive learning
- machine learning approaches
- reinforcement learning
- computer science
- learning tasks
- kernel methods
- machine learning methods
- supervised learning
- learning algorithm
- data mining
- explanation based learning
- key factors
- text classification
- active learning
- pattern recognition
- computer vision
- knowledge acquisition
- information extraction
- support vector machine
- knowledge discovery
- learning problems
- inductive logic programming
- evolutionary algorithm
- decision trees
- machine learning and data mining
- supervised machine learning