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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