MATLAB-Based Classification of Hypokalemia by Principal Component Analysis and k Nearest Neighbor.
Ernesto VergaraGlenn V. MagwiliLeonardo D. ValienteJill Angielaine S. MoralesMa. Carmela P. SapalaranKuianne P. SulteaLiezel Angeline Z. TolaybaPublished in: ICBET (2020)
Keyphrases
- k nearest neighbor
- knn
- classification algorithm
- classification method
- support vector machine svm
- nearest neighbor
- knn classifier
- principal component analysis
- knn algorithm
- feature reduction
- support vector machine
- k nearest neighbour
- knn classification
- nearest neighbor rule
- nearest neighbor algorithm
- majority voting
- dimensionality reduction methods
- text classification
- nearest neighbor classification
- text categorization
- nearest neighbour
- pattern classification
- feature selection
- classification accuracy
- pattern recognition
- vowel recognition
- dimension reduction
- machine learning
- feature space
- feature extraction
- document classification
- similarity search
- support vector
- principal components
- graph construction
- class probability estimation
- hierarchical document clustering
- input space
- multi class
- feature vectors
- training set
- decision trees
- web document classification
- neural network