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Table 2 CNN network setting

From: A deep learning approach for identifying cancer survivors living with post-traumatic stress disorder on Twitter

Layer(type)

Output Shape

Param #

embedding 1& 2 (Embedding)

(None, 20, 200)

84,000

conv1d 1 (Conv1D)

(None, 13, 32)

51,232

max pooling1d 1& 2 (MaxPooling1D)

(None, 6, 32)

0

flatten 1 & 2 (Flatten)

(None, 192)

0

dense 1 (Dense)

(None, 10)

1930

dense 1 (Dense)

(None, 1)

11

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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