Automatic Morphological Classification of Lung Cancer Subtypes with Boosting Algorithms for Optimizing Therapy.
Ching-Wei WangCheng-Ping YuPublished in: MLMI (2011)
Keyphrases
- lung cancer
- cancer diagnosis
- survival prediction
- boosting algorithms
- weak learners
- cost sensitive
- decision trees
- text classification
- classification accuracy
- machine learning
- feature vectors
- supervised learning
- weak classifiers
- support vector machine
- multi class
- feature set
- training samples
- support vector machine svm
- training set
- learning algorithm
- active learning
- computer vision
- feature selection
- feature extraction
- pairwise
- high dimensionality
- machine learning methods
- gene expression
- loss function
- benchmark datasets