Tradeoffs Using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection.
Tor Jan Derek BerstadMichael RieglerHåvard EspelandThomas de LangePia Helen SmedsrudKonstantin PogorelovHåkon Kvale StenslandPål HalvorsenPublished in: ISM (2018)
Keyphrases
- multi class
- binary classifiers
- multi class svms
- multiclass classification
- error correcting output codes
- multi class svm
- neural network
- binary classification problems
- multi class classification
- multiclass problems
- support vector machine
- cost sensitive classification
- multiple classes
- multi class classifier
- binary and multi class
- binary classification
- multiclass support vector machines
- class probabilities
- multiclass learning
- cost sensitive
- multi class boosting
- feature selection
- single class
- pairwise
- kernel fisher
- training samples
- base classifiers
- artificial neural networks
- support vector
- classification accuracy
- multiclass svm
- similarity measure
- classification algorithm
- binary classification tasks
- multi class problems
- supervised learning
- feature extraction
- training data
- knn
- support vector machine svm
- svm classifier
- machine learning methods
- multi label classification
- ensemble methods
- hyperplane