Classification of Ten Skin Lesion Classes: Hierarchical KNN versus Deep Net.
Robert B. FisherJonathan ReesAntoine BertrandPublished in: MIUA (2019)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine svm
- knn algorithm
- skin lesion
- text classification
- binary classification tasks
- dimensionality reduction methods
- nearest neighbor
- knn classifier
- support vector machine
- knn classification
- feature selection
- majority voting
- distance function
- class labels
- text categorization
- malignant melanoma
- pattern recognition
- distance measurement
- nearest neighbour
- multi class
- classification accuracy
- skin cancer
- training set
- k nearest
- similarity search
- nearest neighbor algorithm
- decision rules
- image analysis
- digital image processing
- radial basis function
- distance metric
- digital images
- logistic regression
- similarity measure
- shows significant improvements
- neural network