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Table 1 Comparison of learning quality ANN (BRM), [1.6.2015–28.6.2015 (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 0:00:11 8.39·10−3 0.629
50 0:02:20 3.495·10−3 0.872
100 0:05:44 3.287·10−3 0.869
150 0:10:22 2.194·10−3 0.914
200 0:15:45 2.151·10−3 0.916
250 0:23:12 1.938·10−3 0.927
300 0:30:37 1.279·10−3 0.953
350 0:45:44 1.546·10−3 0.943
400 0:54:49 1.472·10−3 0.945
450 1:15:44 1.436·10−3 0.945
500 1:29:56 1.303·10−3 0.954
550 1:53:55 1.259·10−3 0.955
600 2:23:11 1.105·10−3 0.959
650 2:46:25 1.148·10−3 0.958
700 3:11:44 1.201·10−3 0.954
750 3:47:46 1.186·10−3 0.954
800 4:47:55 1.025·10−3 0.961