Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques.
Virginia Mato AbadA Labiano-FontcubertaSantiago Rodriguez YáñezRafael García VázquezCR MunteanuJavier Andrade GardaAngela Domingo-SantosVictoria Galán Sánchez-SecoY. AladroML Martinez-GinesL. AyusoJulián Benito-LeónPublished in: CoRR (2024)
Keyphrases
- machine learning
- classification accuracy
- machine learning algorithms
- pattern classification
- classification method
- classification systems
- machine learning methods
- decision trees
- support vector
- obstructive sleep apnea
- machine learning approaches
- classification scheme
- benchmark datasets
- text classification
- feature selection
- training set
- image classification
- feature vectors
- cluster analysis
- data sets
- feature extraction
- classification rate
- object classification
- pattern recognition
- supervised learning
- feature set
- support vector machine svm
- decision rules
- classification models
- class labels
- text mining
- training samples
- classification process
- multiple classifier systems
- unsupervised learning