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Table 4 Model readout function and post-readout function

From: Building attention and edge message passing neural networks for bioactivity and physical–chemical property prediction

ModelReadout functionPost-readout
All\(R\left( {\left\{ {\left( {h_{v}^{\left( K \right)} ,h_{v}^{\left( 0 \right)} } \right)} \right\}} \right) = \mathop \sum \limits_{v \in G} p_{NN} \left( {h_{v}^{\left( K \right)} } \right) \odot \sigma \left( {q_{NN} \left( {\left( {h_{v}^{\left( K \right)} ,h_{v}^{\left( 0 \right)} } \right)} \right)} \right)\)FFNN