Early Prediction of Heart Diseases using Naive Bayes Classification Algorithm and Laplace Smoothing Technique.
Subhashini NarayanE. SathiyamoorthyPublished in: Int. J. Grid High Perform. Comput. (2022)
Keyphrases
- classification algorithm
- naive bayes
- heart disease
- decision trees
- naive bayes classification
- text classification
- classification accuracy
- logistic regression
- text categorization
- training data
- naive bayes classifier
- prediction accuracy
- feature selection
- bayesian networks
- cost sensitive
- probability estimation
- class probabilities
- concept drift
- base classifiers
- medical diagnosis
- bayesian classifier
- accurate classification
- bayesian network classifiers
- classification rules
- document classification
- test instances
- probability estimates
- augmented naive bayes
- text mining
- similarity measure
- knowledge representation
- face recognition
- databases
- data sets