Fairness of Classifiers Across Skin Tones in Dermatology.
Newton M. KinyanjuiTimothy OdongaCelia CintasNoel C. F. CodellaRameswar PandaPrasanna SattigeriKush R. VarshneyPublished in: MICCAI (6) (2020)
Keyphrases
- training data
- skin cancer
- naive bayes
- decision trees
- support vector
- test set
- classification systems
- ensemble learning
- classification algorithm
- supervised classification
- resource allocation
- svm classifier
- majority voting
- feature set
- training set
- skin color
- skin lesion
- data sets
- classification rate
- binary classifiers
- skin surface
- roc curve
- classification method
- machine learning algorithms
- training samples
- recognition rate
- feature vectors
- machine learning