An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease.
Lu-Yong WangAmit ChakrabortyDorin ComaniciuPublished in: METMBS (2005)
Keyphrases
- disease diagnosis
- classification accuracy
- feature selection
- pattern recognition
- machine learning
- text classification
- bladder cancer
- image classification
- decision trees
- feature extraction
- clinically relevant
- diagnostic tool
- early diagnosis
- medical diagnosis
- automatic diagnosis
- breast cancer diagnosis
- learning algorithm
- classification algorithm
- class labels
- training samples
- support vector machine
- training set
- support vector
- cost sensitive
- ensemble methods
- ensemble classifier
- weak learners
- benchmark datasets
- support vector machine svm
- multi class