A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction

Journal of Big Data

Table 4 Summary of CNN Model

Layer (type)	Output Shape	Param #
conv1d_20 (Conv1D)	(None, 26, 64)	192
max_pooling1d_20 (MaxPooling)	(None, 13, 64)	0
flatten_20 (Flatten)	(None, 832)	0
dense_39 (Dense)	(None, 50)	41,650
dense_40 (Dense)	(None, 1)	51
Total params: 41,893 Trainable params: 41,893 Non-trainable params: 0