Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction.
Mykola PechenizkiyAlexey TsymbalSeppo PuuronenOleksandr PechenizkiyPublished in: CBMS (2006)
Keyphrases
- feature extraction
- supervised learning
- class noise
- attribute noise
- learning algorithm
- unsupervised learning
- data quality
- feature selection
- image processing
- training set
- noise model
- learning problems
- wavelet transform
- generalization error
- semi supervised
- active learning
- class labels
- high dimensional
- face recognition
- noisy environments
- machine learning
- class imbalance
- training examples
- training samples
- feature space
- training data