From: Understanding deep learning via backtracking and deconvolution
 | Probability | |||||||
---|---|---|---|---|---|---|---|---|
Angry | Contemptuous | Disgusted | Fearful | Happy | Neutral | Sad | Surprised | |
Case 1 | ||||||||
 Before | 6.36e−10 | 4.5e−7 | 6.71e−7 | 9.89e−1 | 2.59e−12 | 3.34e−3 | 7.27e−3 | 5.10e−4 |
 After | 5.57e−5 | 2.71e−4 | 5.57e−5 | 1.22e−1 | 5.57e−5 | 5.79e−3 | 8.72e−1 | 5.57e−5 |
Case 2 | ||||||||
 Before | 1.92e−1 | 6.95e−1 | 2.67e−6 | 3.66e−10 | 6.52e−10 | 3.17e−5 | 1.13e−1 | 1.39e−12 |
 After | 9.12e−1 | 4.56e−3 | 7.68e−7 | 7.45e−7 | 7.45e−7 | 1.72e−6 | 8.32e−2 | 7.45e−7 |
Case 3 | ||||||||
 Before | 2.70e−9 | 1.86e−7 | 7.16e−11 | 4.13e−1 | 1.26e−11 | 5.87e−1 | 2.41e−6 | 2.90e−9 |
 After | 1.32e−9 | 3.01e−9 | 1.32e−9 | 9.99e−1 | 1.32e−9 | 5.53e−5 | 1.84e−9 | 1.32e−9 |
Case 4 | ||||||||
 Before | 9.75e−1 | 5.47e−6 | 4.95e−10 | 7.94e−12 | 2.09e−17 | 6.16e−9 | 2.46e−2 | 1.43e−13 |
 After | 1.54e−2 | 6.97e−5 | 1.04e−7 | 1.04e−7 | 1.04e−7 | 2.99e−6 | 9.85e−1 | 1.04e−7 |
Case 5 | ||||||||
 Before | 6.89e−9 | 2.55e−6 | 9.54e−1 | 4.30e−2 | 8.70e−10 | 2.52e−3 | 4.87e−5 | 3.81e−7 |
 After | 9.58e−5 | 9.74e−5 | 1.14e−2 | 8.08e−1 | 9.58e−5 | 1.66e−1 | 1.35e−2 | 9.58e−5 |
Case 6 | ||||||||
 Before | 9.64e−2 | 7.11e−4 | 1.92e−10 | 2.00e−5 | 1.77e−14 | 2.17e−4 | 9.03e−1 | 4.44e−15 |
 After | 9.87e−1 | 7.78e−4 | 1.21e−8 | 1.26e−8 | 1.21e−8 | 4.12e−7 | 1.18e−2 | 1.21e−8 |
Case 7 | ||||||||
 Before | 2.08e−13 | 9.97e−9 | 5.66e−16 | 3.36e−1 | 1.29e−14 | 1.53e−1 | 2.37e−9 | 5.11e−1 |
 After | 5.13e−7 | 5.13e−7 | 5.13e−7 | 8.98e−1 | 5.13e−7 | 9.85e−2 | 5.13e−7 | 3.25e−3 |
Case 8 | ||||||||
 Before | 2.81e−12 | 1.02e−10 | 1.74e−1 | 1.65e−17 | 8.26e−1 | 8.52e−15 | 4.41e−14 | 1.39e−18 |
 After | 6.55e−10 | 6.55e−10 | 9.79e−1 | 6.55e−10 | 2.13e−2 | 6.55e−10 | 6.55e−10 | 6.55e−10 |