Research Article
Stress Classification Using Brain Signals Based on LSTM Network
Table 6
Mann-Whitney test based comparison of
-values for LSTM 2.
| | | Training-testing partition | MLP | LSTM 1 | | -value | Significance | -value | Significance |
| | LSTM 2 | 50–50 | 2.72 × 10−11 | Highly significant | 1.19 × 10−9 | Highly significant | | 60–40 | 2.54 × 10−11 | Highly significant | 1.76 × 10−9 | Highly significant | | 70–30 | 2.37 × 10−11 | Highly significant | 2.25 × 10−9 | Highly significant | | 10-fold cross validation | 3.02 × 10−11 | Highly significant | 1.13 × 10−9 | Highly significant |
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