Classification of Actors’ Correct or Incorrect Actions | ||||
---|---|---|---|---|
Sub-Region SR-1 | ||||
Time Interval (msec) | Electrode Position | Model Order (p) | Overall Classification Rate - CR | |
MLP-ANN Classifier Using Cross-Validation | FCM | |||
-6 to 146 | [1 5 7 11 20 21 30] | p=4 | 86% | 83% |
-6 to 500 | [1 9 10 25 30 31 32] | p=4 | 86% | 83% |
-6 to 700 | [7 8 11 13 16 29 32] | p=4 | 83% | 86% |
Sub-Region SR-2 | ||||
-6 to 146 | [2 4 6 18] | p=5 | 76% | 80% |
-6 to 500 | [11 12] | p=4 | 86% | 83% |
-6 to 700 | [11 12] | p=4 | 83% | 83% |
Classification of Observers’ Observations of Correct or Incorrect Actions | ||||
Sub-Region SR-1 | ||||
90 to 318 | [1 4 16 18] | p=4 | 75% | 78% |
-6 to 500 | [2 7 12 21 25 31] [8 9 15 20 23 25] |
p=5 p=3 |
80% | 80% |
-6 to 700 | [8 11 19 23 24 30] | p=5 | 84% | 84% |
Sub-Region SR-2 | ||||
90 to 318 | [1 4 16 18] | p=4 | 78% | 78% |
-6 to 500 | [2 3 4 6 14 16] | p=5 | 84% | 87% |
-6 to 700 | [3 5 18] | p=5 | 84% | 81% |