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Table 3 NLP models along with the datasets used and the performance tests

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

 

Model

Own datasets

Outside datasets

Performance tests

LSTM-layer

Fig. 9

 

splice, histone, motif discovery

optimizer

doc2vec+NN [36, 39]

Fig. 8

 

splice, histone, motif discovery

embedding size

LSTM-AE+NN [32]

Figs. 8, 10

 

splice, histone, motif discovery

batch size