Discovering Mammography-based Machine Learning Classifiers for Breast Cancer Diagnosis.
Raúl Ramos-PollánMiguel Ángel Guevara-LópezCesar Suarez OrtegaGuillermo Díaz-HerreroJose Miguel Franco-ValienteManuel Rubio del SolarNaimy González-de-PosadaMário Augusto Pires VazJoana LoureiroIsabel RamosPublished in: J. Medical Syst. (2012)
Keyphrases
- breast cancer diagnosis
- machine learning
- breast cancer
- machine learning algorithms
- machine learning methods
- decision trees
- machine learning approaches
- feature selection
- training data
- cancer diagnosis
- support vector
- learning algorithm
- pattern recognition
- support vector machine
- data mining
- svm classifier
- information extraction
- active learning
- training samples
- class labels
- logistic regression
- text classification
- data sets
- naive bayes
- semi supervised learning
- feature set
- classification accuracy
- early detection