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Table 3 Parameters of selected models and prediction accuracy metrics of these selected models, where IV* indicates the rolling approach for dataset IV

From: A deep learning framework for predicting cyber attacks rates

Dataset Test r l MSE MAD PMAD MAPE
I 120 20 4 3,628,266 463.2715 .01243741 .01387808
II 120 30 2 16,497,941 1036.6035 .04012863 .04819186
III 120 40 4 30,637,599 675.7551 .04299127 .02304677
IV 120 20 3 2,165,707 508.3557 .1658243 .26563720
IV* 120 20 3 1,085,361 297.3440 .1034426 .13385770
V 120 20 2 20,415,119 1396.7624 .03564086 .04787385