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Scientific Programming
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2021
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Article
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Tab 6
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Research Article
A Novel Transfer Enhanced
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Expansion Move Learning Model for EEG Signals
Table 6
Average running time (Seconds) of the models on both synthetic and Bonn EEG datasets.
Datasets (source data, target data, attributes, and classes)
EEM
Multiclass SVM
TSK-FS
TSC
TrEEM
Synthetic dataset (240, 60, 2, 3)
0.1870
0.4562
0.0430
0.1520
0.2050
Bonn EEG dataset (400, 100, 6, 5) (use KPCA to extract feature)
0.6650
0.8934
0.3730
0.7923
0.6700
Bonn EEG dataset (400, 100, 6, 5) (use wavelet to extract feature)
0.4850
0.6327
0.1800
0.5331
0.5290