Fig. 1
From: Discerning novel splice junctions derived from RNA-seq alignment: a deep learning approach
The ROC curves of DeepSplice, multilayer perceptron network (MLP) and long short-term memory network (LSTM) for (a) donor splice site and (b) acceptor splice site classification on the HS3D data set by 10-fold cross-validation. DeepSplice with convolutional neural network exceeds the other deep learning architectures, achieving an auROC score of 0.983 (0.974) on donor (acceptor) splice site classification