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. 2021 Aug 3;96:102126. doi: 10.1016/j.jairtraman.2021.102126

Table 3.

Neural network structure.

Layer Description Domestic model International model
Input Layer Number of Unitsa 12 12
Rescaling Method for Covariates Standardized Standardized
Hidden Layer(s) Number of Hidden Layers 1 1
Number of Units in Hidden Layer 1a 6 5
Activation Function Hyperbolic tangent Hyperbolic tangent
Output Layer Target Variable U.S. Domestic Flights U.S. International Flights
Rescaling Method for Scale Dependents Standardized Standardized
Activation Function Identity Identity
Error Function Sum of Squares Sum of Squares
a

Excluding the bias unit.