Comparative analysis of proficiencies of various textures and geometric features in breast mass classification using k-nearest neighbor.
Harmandeep SinghVipul SharmaDamanpreet SinghPublished in: Vis. Comput. Ind. Biomed. Art (2022)
Keyphrases
- k nearest neighbor
- comparative analysis
- knn
- geometric features
- classification method
- knn classifier
- support vector machine
- k nearest neighbour
- knn algorithm
- nearest neighbor
- knn classification
- text classification
- feature selection
- nearest neighbour
- machine learning
- pattern classification
- binary classification tasks
- pattern recognition
- neural network
- feature vectors
- support vector
- classification accuracy
- shape descriptors
- training data
- feature space
- decision trees
- shape features
- texture images
- feature extraction
- feature set
- training set
- texture features
- eye movements
- text mining