The Effectiveness of PCA in KNN, Gaussian Naive Bayes Classifier and SVM for Raisin Dataset.
Agnieszka PolowczykAlicja PolowczykPublished in: SYSTEM (2023)
Keyphrases
- knn
- naive bayes classifier
- k nearest neighbor
- text classification
- nearest neighbor
- support vector machine svm
- text categorization
- k nearest
- support vector machine
- naive bayes
- classification algorithm
- distance function
- k nearest neighbour
- principal component analysis
- knn algorithm
- dimensionality reduction
- nearest neighbour
- feature selection
- svm classifier
- covariance matrix
- text classifiers
- data sets
- benchmark datasets
- support vector
- learning algorithm
- neural network