A Machine Learning Predictive Model to Classify Severity of Breast Cancer Based on Mammographic Mass Dataset.
Mahmud ParvezRobert B. EshunMarwan U. BikdashA. K. M. Kamrul IslamPublished in: AIKE (2021)
Keyphrases
- breast cancer
- predictive model
- machine learning
- digital mammography
- decision trees
- mammogram images
- logistic regression
- computer aided diagnosis
- historical data
- roc analysis
- cancer datasets
- artificial neural networks
- computer aided detection
- prediction model
- machine learning methods
- learning algorithm
- neural network
- classification rules
- data mining
- naive bayes
- semi supervised learning
- active learning
- benign and malignant
- classification models
- feature selection
- support vector machine
- cad systems
- disease progression
- knowledge discovery
- breast cancer patients
- loss function
- probabilistic model
- text mining
- text classification
- model selection
- base classifiers
- benchmark datasets