Table 3 The ROC score of methods for multi-modal data. NN is neural network model, NN 1/0 is neural network model that use binary representation of GO terms as features. (concat) is approach where GO terms and k-mer is concatenated as single vector to represent each protein, (multi-input) approach where GO terms and k-mer are used as two input to the model. The number of layers in neural network are three and the dimension of neurons in each layer are 128,64, and 1

From: Predicting metabolic pathway membership with deep neural networks by integrating sequential and ontology information