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 |
Excluding the bias unit.