Classification of Linear Structures in Mammograms Using Random Forests.
Zezhi ChenMichael BerksSusan M. AstleyChristopher J. TaylorPublished in: Digital Mammography / IWDM (2010)
Keyphrases
- random forests
- decision trees
- tree ensembles
- machine learning algorithms
- regression forests
- accurate classifiers
- random forest
- classification and regression trees
- feature vectors
- machine learning
- regression problems
- logistic regression
- classification accuracy
- randomized trees
- feature extraction
- decision tree ensembles
- classification algorithm
- ensemble methods
- support vector machine
- data mining
- text classification
- machine learning methods
- feature selection
- support vector machine svm
- digital mammograms
- feature space
- base learners
- image processing
- conformal prediction
- training data
- training set
- head pose estimation
- regression trees
- knn
- image classification
- breast cancer
- svm classifier