Employing Deep Learning and Time Series Analysis to Tackle the Accuracy and Robustness of the Forecasting Problem

Table 1

Error metric measurements: a performance comparison of daily and monthly violent crimes.

Model	Daily violent crime		Monthly violent crime
	RMSE	MAPE	RMSE	MAPE
ARIMA model	201.96	81.84	583.09	6.90
HW model	40.60	17.39	536.51	7.20
SES model	39.60	16.37	973.01	13.28
RNN-LSTM model	13.42	4.75	18.42	6.03