Classification of fNIRS data with LDA and SVM: a proof-of-concept for application in infant studies.
Jessica GemignaniPublished in: EMBC (2021)
Keyphrases
- support vector
- classification method
- support vector machine svm
- support vector machine
- data sets
- machine learning
- cost sensitive
- high dimensional data
- training samples
- training data
- generalization ability
- feature vectors
- data points
- training set
- supervised learning
- feature extraction
- feature selection
- knowledge discovery
- data mining techniques
- input data
- feature space
- data analysis
- svm classifier
- classification algorithm