Concept Drift Monitoring and Diagnostics of Supervised Learning Models via Score Vectors.
Kungang ZhangAnh Tuan BuiDaniel W. ApleyPublished in: Technometrics (2023)
Keyphrases
- learning models
- concept drift
- learning algorithm
- machine learning
- data streams
- non stationary
- classification algorithm
- semi supervised learning
- machine learning algorithms
- supervised learning
- learning tasks
- learning problems
- change detection
- data distribution
- target concept
- loss function
- conditional random fields
- classification models
- semi supervised
- pairwise
- unlabeled data
- unsupervised learning
- class labels
- feature vectors
- labeled data
- image processing
- feature selection