A critical look at the current train/test split in machine learning.
Jimin TanJianan YangSai WuGang ChenJake ZhaoPublished in: CoRR (2021)
Keyphrases
- machine learning
- machine learning methods
- knowledge acquisition
- natural language processing
- inductive learning
- test cases
- decision trees
- pattern recognition
- computational intelligence
- artificial neural networks
- computer science
- artificial intelligence
- knowledge discovery
- learning tasks
- inductive logic programming
- semi supervised learning
- machine learning approaches
- explanation based learning
- text classification
- support vector machine
- database
- data analysis
- image processing
- decision making
- computer vision
- data mining
- databases