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Computational Intelligence and Neuroscience
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Computational Intelligence and Neuroscience
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2022
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Article
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Tab 4
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Research Article
An Optimized Hyperparameter of Convolutional Neural Network Algorithm for Bug Severity Prediction in Alzheimer’s-Based IoT System
Table 4
Details of hyperparameter of CNN classifier that are optimized.
Hyper-parameters
Values
Activation function
Softmax, Softplus, Softsign, ReLU, tanh, sigmoid, hard_sigmoid, linear
Optimizer parameters
Adam, Adadelta, Adagrad, Adamax, NAdam, SGD, RMSprop
Kernel initializers
Uniform, lecun_uniform, normal, zero, glorot_normal, he_normal, glorot_uniform, he_uniform
Learning rate
0.01 to 0.5
Batch size
32 and 64