Comparison of Support Vector Machine, Naive Bayes, and K-Nearest Neighbors Algorithms for Classifying Heart Disease.
Bartosz LewandowiczKonrad KisialaPublished in: ICIST (2023)
Keyphrases
- k nearest neighbor
- classification algorithm
- naive bayes
- support vector machine
- test instances
- knn
- text categorization
- text classification
- classification accuracy
- decision trees
- feature selection
- test problems
- naive bayes classifier
- training data
- nearest neighbor
- logistic regression
- conditional independence assumption
- probability estimation
- heart disease
- database
- learning algorithm
- data sets
- cost sensitive
- hyperplane
- natural language
- nearest neighbour
- bayesian networks
- information retrieval
- neural network