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Fusion classification of stroke patients' biosignals by weighted cross-validation-based feature selection (W-CVFS) method.
Xiaojuan Chen
Xuejiao Pan
Tiecheng Ji
Suli Yu
Yue Sun
Published in:
Biomed. Signal Process. Control. (2023)
Keyphrases
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cross validation
model selection
support vector
feature selection
classification accuracy
regression problems
cross validated
hyperparameters
support vector machine
classification method
information criterion
variable selection
unseen data
support vector machine svm
training set
feature set
feature space
regularization parameter
error estimates
roc analysis
k nearest neighbour
selection criterion
classification algorithm
text classification
ls svm
generalization error
binary classifiers
random sampling
feature subset
dimension reduction
kernel function
rbf kernel
data sets