Data Preprocessing for des-knn and Its Application to Imbalanced Medical Data Classification.
Maciej KinalMichal WozniakPublished in: ACIIDS (1) (2020)
Keyphrases
- data preprocessing
- knn
- medical data
- k nearest neighbor
- k nearest neighbour
- classification method
- data mining
- feature selection
- classification algorithm
- nearest neighbor
- support vector machine svm
- preprocessing
- text classification
- preprocessing step
- support vector machine
- knn algorithm
- text categorization
- data cleaning
- knn classifier
- nearest neighbour
- knn classification
- web usage mining
- feature ranking
- medical images
- classification accuracy
- pattern recognition
- support vector
- machine learning
- real world
- neural network
- databases
- feature space
- class imbalance
- data sets