From: Monitoring of the daily living activities in smart home care
Number of neurons (−) | Time t (hh:mm:ss) | MSE training (ppm) | R training (−) |
---|---|---|---|
10 | 0:00:46 | 2.219 × 10−3 | 0.79 |
50 | 0:06:48 | 1.183 × 10−3 | 0.90 |
100 | 0:05:24 | 1.144 × 10−3 | 0.90 |
150 | 0:56:29 | 7.762 × 10−4 | 0.93 |
200 | 0:24:45 | 8.406 × 10−4 | 0.93 |
250 | 0:21:47 | 8.487 × 10−4 | 0.93 |
300 | 0:35:36 | 7.185 × 10−4 | 0.94 |
350 | 0:45:14 | 6.739 × 10−4 | 0.94 |
400 | 1:09:55 | 6.811 × 10−4 | 0.94 |
450 | 1:06:52 | 7.256 × 10−4 | 0.94 |
500 | 1:32:14 | 6.188 × 10−4 | 0.95 |
550 | 0:18:42 | 9.006 × 10−4 | 0.92 |
600 | 1:09:26 | 6.761 × 10−4 | 0.94 |
650 | 0:31:09 | 7.525 × 10−4 | 0.94 |
700 | 0:58:46 | 7.307 × 10−4 | 0.94 |