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Table 5 The convolution layers of CNN-DDI

From: CNN-DDI: a learning-based method for predicting drug–drug interactions using convolution neural networks

Layer name

number of filters

Kernel size

Output shape

Conv1

64

3 × 1

(64, 572, 4)

Conv2

128

3 × 1

(128, 572, 4)

Conv3_1

128

3 × 1

(128, 572, 4)

Conv3_2

128

3 × 1

(128, 572, 4)

Conv4

256

3 × 1

(256, 572, 4)