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. 2016 Dec 14;16(12):2118. doi: 10.3390/s16122118

Table 1.

Training/testing parameters (see [59] for an explanation of the iRprop parameters).

Parameter Symbol Value
activation function free parameter a 1
iRprop weight change increase factor η+ 1.2
iRprop weight change decrease factor η 0.5
iRprop minimum weight change Δmin 0
iRprop maximum weight change Δmax 50
iRprop initial weight change Δ0 0.5
(final) number of training patches 232,094
— positive patches 120,499
— negative patches 111,595
(final) number of test patches 139,150
— positive patches 72,557
— negative patches 66,593