Table 1
Open in new tab

Hyperparameters of DeepSTF and the corresponding search space

Calibration parametersSearch spaceSamplingFinal settings
Learning rate––Auto-adjustment
Kernel numbers{32, 64, 128}Evaluate all128
Optimizer{Adam, RMSProp, SGD}Evaluate allAdam
Batch size{32, 64, 128}Evaluate all64
Dropout ratio{0.1, 0.2, 0.3, 0.4}Evaluate all{0.1, 0.2}
Calibration parametersSearch spaceSamplingFinal settings
Learning rate––Auto-adjustment
Kernel numbers{32, 64, 128}Evaluate all128
Optimizer{Adam, RMSProp, SGD}Evaluate allAdam
Batch size{32, 64, 128}Evaluate all64
Dropout ratio{0.1, 0.2, 0.3, 0.4}Evaluate all{0.1, 0.2}
Table 1
Open in new tab

Hyperparameters of DeepSTF and the corresponding search space

Calibration parametersSearch spaceSamplingFinal settings
Learning rate––Auto-adjustment
Kernel numbers{32, 64, 128}Evaluate all128
Optimizer{Adam, RMSProp, SGD}Evaluate allAdam
Batch size{32, 64, 128}Evaluate all64
Dropout ratio{0.1, 0.2, 0.3, 0.4}Evaluate all{0.1, 0.2}
Calibration parametersSearch spaceSamplingFinal settings
Learning rate––Auto-adjustment
Kernel numbers{32, 64, 128}Evaluate all128
Optimizer{Adam, RMSProp, SGD}Evaluate allAdam
Batch size{32, 64, 128}Evaluate all64
Dropout ratio{0.1, 0.2, 0.3, 0.4}Evaluate all{0.1, 0.2}
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