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Fig. 2 | Journal of Cheminformatics

Fig. 2

From: Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data

Fig. 2

Comparison of activation functions rectified linear units (ReLU), Tanh and Sigmoid (Sigm) on the performance of DNNs. DNNs with a single hidden layer and variable number of neurons were trained and tested using the activation functions ReLU (red), Sigm (green) and Tanh (blue) over fivefold cross validation. The performance was measured using MCC as evaluation metric

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Journal of Cheminformatics

ISSN: 1758-2946

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