Research Article
EEG-Based Personality Prediction Using Fast Fourier Transform and DeepLSTM Model
Table 6
value comparison for DeepLSTM using Mann–Whitney test.
| | | Training-testing | ANN | KNN | LibSVM | HGP | | Partition | value | Significance | -value | Significance | value | Significance | value | Significance |
| | DeepLSTM | 50–50 | 2.681 x | 10−11 | Highly | Significant | 1.450 x | 10−11 | Highly | Significant | 1.9543 | 10−11 | Highly | Significant | 1.8563 | 10−11 | Highly | Significant | | 60–40 | 2.634 x | 10−11 | Highly | Significant | 1.350 x | 10−11 | Highly | Significant | 1.8703 | 10−11 | Highly | Significant | 1.8363 | 10−11 | Highly | Significant | | 70–30 | 2.576 x | 10−11 | Highly | Significant | 1.270 x | 10−11 | Highly | Significant | 1.8423 | 10−11 | Highly | Significant | 1.7946 | 10−11 | Highly | Significant | | 10-fold | 2.486 x | 10−11 | Highly | Significant | 1.235 x | 10−11 | Highly | Significant | 1.7856 | 10−11 | Highly | Significant | 1.7637 | 10−11 | Highly | Significant |
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Optimal values are represented in bold.
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