Quantitative feature classification for breast ultrasound images using improved naive bayes.
Xiaofeng LiYupeng SangXianmin MaYingjie CaiPublished in: IET Image Process. (2023)
Keyphrases
- naive bayes
- classification accuracy
- decision trees
- naive bayes classifier
- text classification
- classification algorithm
- uci datasets
- probabilistic classifiers
- naive bayesian classifier
- cost sensitive
- feature selection
- text classifiers
- logistic regression
- uci data sets
- bayesian classifier
- feature set
- text categorization
- naive bayes models
- combining classifiers
- augmented naive bayes
- feature vectors
- training data
- bayesian network classifiers
- averaged one dependence estimators
- feature extraction
- base classifiers
- feature space
- support vector machine
- feature subset
- training set
- support vector
- attribute dependencies
- breast cancer diagnosis
- data mining
- image features
- graphical models
- labeled data
- low variance
- bayesian networks
- pairwise