Skip to main content

Table 5 Models with the highest testing accuracy for each dataset

From: Towards a robust out-of-the-box neural network model for genomic data

Model Splice Histone Motif discovery
CNN-Nguyen Original (two 2D layer) Extra 1D layer Extra 1D layer
CNN-Zeng Four layers L2-reg Four layers L2-reg Four layers L2-reg
DeepRAM RNN-Embed RNN-OneHot RNN-OneHot
LSTM-layer SGD Adam Adam
LSTM-AE Batch size 1024 Batch size 1024 Batch size 1024
doc2vec Embed size 150 Embed size 50 Embed size 150