Diagnosis of Breast Cancer on Imbalanced Dataset Using Various Sampling Techniques and Machine Learning Models.
Ruchita GuptaRupal BhargavaManoj JayabalanPublished in: DeSE (2021)
Keyphrases
- machine learning models
- diagnosis of breast cancer
- imbalanced datasets
- sampling methods
- computer aided
- breast cancer
- imbalanced data
- machine learning algorithms
- spam filtering
- random sampling
- machine learning approaches
- minority class
- computer aided diagnosis
- class distribution
- class imbalance
- cost sensitive learning
- machine learning
- sampling algorithm
- learning models
- predictive model
- ensemble methods
- decision trees
- feature selection algorithms
- learning problems
- learning tasks
- logistic regression
- text categorization
- medical images
- image analysis