Efficiently correcting machine learning: considering the role of example ordering in human-in-the-loop training of image classification models.
Geoff HolmesEibe FrankDale FletcherCorey SterlingPublished in: IUI (2022)
Keyphrases
- classification models
- machine learning
- input image
- image data
- multiscale
- feature selection
- single image
- decision trees
- image features
- image segmentation
- image retrieval
- training data
- learning algorithm
- training set
- similarity measure
- image classification
- pattern recognition
- data mining
- image processing
- genetic algorithm
- learning models
- search algorithm
- learning tasks
- text categorization
- genetic programming
- text classification
- edge detection
- supervised learning