Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression.
Ilia NouretdinovSergi G. CostafredaAlexander GammermanAlexey Ya. ChervonenkisVladimir VovkVladimir VapnikCynthia H. Y. FuPublished in: NeuroImage (2011)
Keyphrases
- machine learning
- text classification
- pattern recognition
- support vector
- feature selection
- decision trees
- classification accuracy
- supervised machine learning
- machine learning methods
- support vector machine
- support vector machine svm
- machine learning algorithms
- classification algorithm
- classification method
- data mining
- supervised classification
- semi supervised classification
- transductive inference
- semi supervised learning
- unsupervised learning
- medical images
- image classification
- supervised learning
- active learning
- high resolution
- machine learning approaches
- feature vectors
- expert systems
- computer vision