Before revision:  The experiment result shows that both fully-connected network and recurrent network are good at extracting information from  financial time series , but convolution network structure can not effectively extract this information.
After revision:  The experiment result shows that both fully-connected network and recurrent network are better at extracting information from financial time series , but convolution network structure can not effectively extract this information.