A survey on dataset quality in machine learning.
Youdi GongGuangzhen LiuYunzhi XueRui LiLingzhong MengPublished in: Inf. Softw. Technol. (2023)
Keyphrases
- machine learning
- high quality
- machine learning methods
- supervised learning
- pattern recognition
- higher quality
- quality measures
- machine learning and data mining
- machine learning algorithms
- database
- decision trees
- artificial intelligence
- quality assessment
- inductive learning
- explanation based learning
- computational intelligence
- semi supervised learning
- unsupervised learning
- model selection
- knowledge acquisition
- active learning
- evolutionary algorithm
- training data
- learning algorithm
- data mining
- neural network