Oversampling Methods for Classification of Imbalanced Breast Cancer Malignancy Data.
Bartosz KrawczykLukasz JelenAdam KrzyzakThomas FevensPublished in: ICCVG (2012)
Keyphrases
- breast cancer
- cancer datasets
- survival analysis
- data sets
- breast cancer diagnosis
- data mining techniques
- machine learning
- roc analysis
- computer aided diagnosis
- data analysis
- statistical analysis
- diagnosis of breast cancer
- missing values
- mammogram images
- training data
- data mining methods
- class imbalance
- data sources
- cancer classification
- high dimensional data
- microarray
- computer aided detection
- decision trees
- bladder cancer
- data mining and statistical
- medical images
- active learning
- early detection
- raw data
- gene expression data
- knn
- logistic regression
- domain experts
- text classification