Challenges and Pitfalls of Reproducing Machine Learning Artifacts.
Cheng LiAbdul DakkakJinjun XiongWen-Mei HwuPublished in: CoRR (2019)
Keyphrases
- machine learning
- lessons learned
- machine learning methods
- data mining
- machine learning approaches
- machine learning algorithms
- knowledge acquisition
- open issues
- computer vision
- pattern recognition
- learning systems
- knowledge discovery
- application of machine learning methods
- application scenarios
- statistical learning
- inductive logic programming
- active learning
- computer science
- natural language
- information retrieval
- image processing
- learning algorithm
- artificial intelligence
- neural network
- source code
- future trends
- machine learning and data mining
- feature selection
- key issues
- decision trees
- kernel methods
- information extraction
- text classification