Classification of Abnormal Traffic in Smart Grids Based on GACNN and Data Statistical Analysis

Table 4

The initial parameters of CNN.

Parameters	Value
Filters	32, 64
Kernel_size	(3, 3), (5, 5),
Activation	Relu, selu, elu
Input_shape	(50, 50, 3)
Output_shape	2, 10
Dropout_rate	0.1, 0.2, or random number between 0.1 and 0.5
Optimizer	“adamax,” “adadelta,” “adam,” “adagrad”