Table 13: Analysis of the results of stage 2 using FNN method with Backpropagation and DNN method.
| –
|
Predicted Class |
| Bedroom |
Bar |
Classroom |
Gym |
Hall |
Kitchen |
Library |
Street |
Watching TV/living room |
| Actual Class |
Bedroom |
1878 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
122 |
| Bar |
823 |
188 |
147 |
3 |
0 |
385 |
0 |
0 |
454 |
| Classroom |
42 |
214 |
677 |
47 |
9 |
520 |
27 |
1 |
463 |
| Gym |
1576 |
25 |
104 |
0 |
0 |
75 |
8 |
0 |
212 |
| Hall |
335 |
37 |
129 |
5 |
132 |
574 |
12 |
12 |
764 |
| Kitchen |
41 |
28 |
291 |
4 |
138 |
1168 |
93 |
3 |
234 |
| Library |
25 |
19 |
897 |
0 |
0 |
333 |
398 |
3 |
325 |
| Street |
31 |
30 |
327 |
0 |
80 |
758 |
88 |
370 |
316 |
| Watching TV/living room |
436 |
300 |
310 |
1 |
3 |
350 |
2 |
0 |
598 |