Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology.
Luis C. García-Peraza-HerreraMartin EversonLaurence B. LovatHsiu-Po WangWen-Lun WangRehan J. HaidryDanail StoyanovSébastien OurselinTom VercauterenPublished in: Int. J. Comput. Assist. Radiol. Surg. (2020)
Keyphrases
- benchmark datasets
- pattern recognition
- image classification
- feature set
- classification accuracy
- classification scheme
- classification systems
- training dataset
- uci datasets
- support vector machine svm
- supervised learning
- pattern classification
- feature vectors
- classification algorithm
- classification method
- decision trees
- feature selection
- machine learning
- machine learning methods
- automatic classification
- training samples
- support vector machine
- feature space
- classification process
- object classification
- fold cross validation
- model selection
- machine learning algorithms
- text categorization
- neural network
- text classification
- training set
- preprocessing
- support vector
- training data
- data mining