An improved survivability prognosis of breast cancer by using sampling and feature selection technique to solve imbalanced patient classification data.
Kung-Jeng WangBunjira MakondKung-Min WangPublished in: BMC Medical Informatics Decis. Mak. (2013)
Keyphrases
- breast cancer
- feature selection
- cancer datasets
- survival analysis
- breast cancer patients
- data sets
- training data
- machine learning
- breast cancer diagnosis
- classification accuracy
- data analysis
- raw data
- data sources
- cancer classification
- benign and malignant
- mammogram images
- support vector
- support vector machine
- decision support system
- text classification
- data mining methods
- medical data
- early detection
- decision trees
- microcalcification clusters