Harmless label noise and informative soft-labels in supervised classification.
Daniel AhfockGeoffrey J. McLachlanPublished in: CoRR (2021)
Keyphrases
- supervised classification
- label noise
- active learning
- supervised learning
- noise tolerant
- training data
- noise model
- unsupervised learning
- supervised classifiers
- unsupervised clustering
- multiple instance learning
- machine learning
- training examples
- data mining
- probabilistic model
- image segmentation
- objective function
- noisy data
- learning algorithm
- data points
- pattern recognition