| Type of fault | Reason of fault (input of model) | Fault (output of model) | |||||||||
X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | y1 | y2 | y3 | ||
Training group | Door opened | 0.642 | 0.021 | 0.932 | 0.101 | 0.785 | 0.956 | 0.016 | 0.896 | 0.012 | 1.000 | 0.002 |
Excessive vibration when door closed | 0.126 | 0.889 | 0.924 | 0.243 | 0.025 | 0.994 | 0.954 | 0.669 | 0.207 | 0.171 | 1.000 | |
The door cannot open or closed | 0.525 | 0.921 | 0.192 | 0.963 | 0.276 | 0.392 | 0.902 | 0.121 | 1.000 | 0.013 | 0.011 | |
Forecast group | Door opened (1) | 0.545 | 0.031 | 0.942 | 0.121 | 0.689 | 0.957 | 0.023 | 0.896 | 0.013 | 1.000 | 0.025 |
Excessive vibration when door closed (2) | 0.032 | 0.786 | 0.931 | 0.178 | 0.045 | 0.994 | 0.965 | 0.669 | 0.085 | 0.125 | 1.000 | |
The door cannot open or closed (3) | 0.485 | 0.931 | 0.283 | 0.976 | 0.118 | 0.339 | 0.912 | 0.121 | 1.000 | 0.032 | 0.024 |