Prediction of Urban and Rural Tourism Economic Forecast Based on Machine Learning

Table 2

The predicted value of our proposed method.

Year	Original value	Predictive value	Error	Relative error	Step ratio deviation
2009	53.1	53.1	0	0	53.1
2010	67.3	51.177	16.123	0.23957	67.3
2011	83.81	75.115	8.695	0.10375	83.81
2012	103.39	100.532	2.858	0.02764	103.39
2013	126.55	127.521	−0.971	−0.0077	126.55
2014	141.56	156.179	−14.619	−0.1033	141.56
2015	160.01	186.609	−26.599	−0.1662	160.01
2016	207.33	218.919	−11.589	−0.0559	207.33
2017	275.22	253.288	21.932	0.07969	275.22
2018	291.9	289.658	2.242	0.00768	291.9
2019	335.56	328.34	7.22	0.02152	335.56