Cascaded multi-class pairwise classifier (CascaMPa) for normal, cancerous, and cancer confounder classes in prostate histology.
Scott DoyleMichael D. FeldmanJohn TomaszewskiNatalie ShihAnant MadabhushiPublished in: ISBI (2011)
Keyphrases
- multi class
- prostate cancer
- normal tissue
- pairwise
- binary classifiers
- error correcting output codes
- single class
- binary classification problems
- multiple classes
- multi class classifier
- multi class problems
- multi class classification problems
- radiation therapy
- multiclass classification
- class probabilities
- linear classifiers
- pairwise classification
- cost sensitive
- mr images
- multiclass problems
- support vector machine
- multi class classification
- multi label classification
- binary classification
- prostate segmentation
- object detection
- feature selection
- multi class svm
- multi class classifiers
- binary classification tasks
- misclassification costs
- multi task
- cost sensitive learning
- svm classifier
- markov random field
- face detection
- training data
- target class
- text classification
- support vector
- similarity measure
- data sets