Applied Network Science

Table 2 Grid search for hyperparameters optimization

From: Analyzing and inferring human real-life behavior through online social networks with social influence deep learning

Accuracy	Batch size	Initialization	Epochs	Optimizer	ϕ _j	ϕ _o
88.7	20	Glorot	25	RMSProp	sigmoid	sigmoid
88.6	10	Glorot	10	RMSProp	sigmoid	sigmoid
88.3	20	normal	10	RMSProp	ReLU	sigmoid
87.8	10	Glorot	10	RMSProp	ReLU	sigmoid
87.7	10	Glorot	10	Adam	sigmoid	sigmoid
85.7	10	Glorot	10	Adam	ReLU	sigmoid

Back to article page