Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes.
Mohammad AshrafGirija ChettyDat TranDharmendra SharmaPublished in: ICONIP (4) (2012)
Keyphrases
- breast cancer
- bayes classifiers
- tree augmented
- bayes classifier
- bayesian classifiers
- logistic regression
- correlation based feature selection
- information gain
- bayesian networks
- bayesian network classifiers
- decision trees
- naive bayes
- early detection
- breast cancer diagnosis
- computer aided detection
- feature selection
- diagnosis of breast cancer
- computer aided diagnosis
- ultrasound images
- cad systems
- mammogram images
- classification accuracy
- medical domain
- bladder cancer
- survival analysis
- bayesian classifier
- breast cancer detection
- text classification
- medical images
- loss function
- knn
- breast cancer patients
- feature subset