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 |