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Stock Closing Price and Trend Prediction with LSTM-RNN

Journal of Artificial Intelligence and Big Data | Vol 4, Issue 1

Table 1. Performance metrics for different combinations of hyperparameters of theLSTM model. Intuitively, the number of epochs is significant in training themodel since none of the combinations feature an epoch number of 50 in the top10

Number of Units in First LayerBatch SizeEpochsRMSEMAEMAPE
6412812832646412832326464323232323232642002002002001002001001002002.8242.8272.8322.8622.8792.8812.9212.9672.9952.0432.0492.0602.1062.0992.1372.1402.1882.2191.5101.5131.5231.5571.5481.5811.5771.6131.635