Applying Logistic Regression for Classification in Single-Channel SSVEP-based BCIs.
Giovanni AcamporaPasquale TrincheseAutilia VitielloPublished in: SMC (2019)
Keyphrases
- logistic regression
- decision trees
- brain computer interface
- support vector
- logistic regression models
- single channel
- linear support vector machines
- linear svm
- naive bayes
- steady state visual evoked
- classification accuracy
- eeg signals
- multi channel
- classification trees
- pattern recognition
- loss function
- text classification
- pattern classification
- feature space
- class membership probabilities
- data mining
- machine learning
- support vector machine
- brain activity
- image classification
- regression model
- eeg data
- training set
- bayesian networks
- training data