Visualization of DataSet, x and y as inputs, z as target outputs:
Error over per Iteration when Learning Rate= 0.1 and Error Rate=0.1:
Error over per Iteration when Learning Rate= 0.05 and Error Rate=0.01
Error over per Iteration when Learning Rate= 0.01 and Error Rate=0.05
Comparison between target values vs predicted values (Orange=target, Blue= Predicted)
When Learning Rate= 0.1 and Error Rate=0.1:
When Learning Rate= 0.05 and Error Rate=0.01:
When Learning Rate= 0.01 and Error Rate=0.05:
Comparison Between Keras Neural Network model optimized with sgd algorithm and neural network model i created by numpy
