Predicting Wheat Production in Pakistan by using an Artificial Neural Network Approach
Predicting Wheat Production in Pakistan by using an Artificial Neural Network Approach
Faheem Aslam1*, Aneel Salman1 and Inayatullah Jan2
Figure 1:
Annual wheat production growth rate in Pakistan from 1948 to 2018.
Figure 2:
Annual wheat production growth rate in Pakistan from 1948 to 2018.
Figure 3:
Neural network architecture.
Figure 4:
Neural network architecture (full model).
Figure 5:
Hyper parameter optimization for neuron selection (full model).
Figure 6:
Relative Importance Plot for Feature Selection.
Figure 7:
Neural network architecture (selected features).
Figure 8:
Hyper parameter optimization for neuron selection (selected features).
Figure 9:
Actual vs predicted wheat production from 2005 to 2018.
December 2019
Vol. 35, Iss. 4, Pages 1020-1356
