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. Author manuscript; available in PMC: 2019 Jul 26.
Published in final edited form as: J Am Stat Assoc. 2018 Jun 28;113(523):955–972. doi: 10.1080/01621459.2017.1409122

Table 2:

Effects of the number of hidden units on the performance of BNN. Refer to Table 1 for notations of the table.

Methods Setting |si*|¯ fsr nsr MSFE MSPE

BNN(H=3) MPM 5.2 (0.13) 0.038 0 1.534(0.089) 2.028(0.197)
BNN(H=5) MPM 5.6 (0.31) 0.107 0 1.319 (0.086) 1.559(0.253)
BNN(H=7) MPM 5.4 (0.22) 0.074 0 1.416 (0.087) 1.908(0.242)