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Table 5 Comparison of prediction quality ANN (LMA) [1.2.2014–27.2.2014 (data normalized)] with tested data from interval [1.2.2014–27.2.2014 (data normalized)]

From: Monitoring of the daily living activities in smart home care

Number of neurons (−)

RMSE training (ppm)

R training (−)

10

0.047

0.80

50

0.034

0.90

100

0.033

0.90

150

0.028

0.93

200

0.029

0.93

250

0.029

0.93

300

0.028

0.93

350

0.025

0.95

400

0.026

0.94

450

0.027

0.94

500

0.025

0.95

550

0.030

0.92

600

0.026

0.94

650

0.028

0.94

700

0.027

0.94