Automatic pathology classification using a single feature machine learning support - vector machines.
Fernando Yepes-CalderonFabian PedregosaBertrand ThirionYalin WangNatasha LeporéPublished in: Medical Imaging: Computer-Aided Diagnosis (2014)
Keyphrases
- support vector
- machine learning
- single feature
- support vector machine
- feature ranking
- feature selection
- classification accuracy
- pattern recognition
- machine learning methods
- svm classifier
- machine learning algorithms
- decision trees
- cross validation
- text classification
- kernel methods
- supervised learning
- discriminative power
- classification models
- recognition rate
- image classification
- model selection
- logistic regression
- feature subset
- high dimensionality
- unsupervised learning
- classification method
- support vector machine svm
- text categorization
- feature vectors
- learning algorithm
- multi class
- multi layer perceptron
- training data