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Table 9 Comparison of learning quality ANN (BRM), [8.6.2015–14.6.2015 (data normalized)]

From: The design of an indirect method for the human presence monitoring in the intelligent building

Number of neurons (−) Time t (hh:mm:ss) MSE training (ppm) R training (−)
10 0:00:07 5.74·10−3 0.902
50 0:02:37 9.904·10−4 0.984
100 0:04:00 2.000·10−3 0.967
150 0:06:42 1.766·10−3 0.969
200 0:09:08 8.501·10−4 0.985
250 0:13:48 1.121·10−3 0.971
300 0:20:16 1.232·10−3 0.979
350 0:30:36 9.423·10−4 0.984
400 0:43:02 1.220·10−3 0.980
450 0:56:39 8.365·10−4 0.986
500 1:12:08 7.153·10−4 0.987
550 1:28:24 1.072·10−3 0.983
600 1:51:25 7.726·10 −4 0.987
650 2:09:47 1.133·10−3 0.98
700 2:41:31 7.869·10−4 0.987
750 3:23:09 1.123·10−3 0.982
800 3:55:14 9.414·10−4 0.984