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Table 2 CNN 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

CNN-Nguyen [30]

Fig. 1

Splice, histone

Motif discovery

Number of layers, dimension

CNN-Zeng [31]

Fig. 3

Motif discovery

Splice, histone

Number of layers

DeepDBP [34]

Fig. 4

 

Splice, histone, motif Discovery

 

DeepRAM [33]

Figs. 5, 6, 7

 

Splice, histone, motif discovery

Data Encoding