RPA and Artificial Intelligence in Budget Management Based on Multiperspective Recognition Based on Network Communication Integration

Table 1

Model performance of each time series forecasting model.

Evaluation index	NMSE	Rank		Rank
ARMA-TMKR	3.2178	6	45%	5
D-KPNN	1.0234	2	46%	4
LMD-SVM	1.5276	5	52%	3
Simple average ensemble forecast	1.2483	4	54%	2
KPNN	1.1347	3	52%	3
SVM	0.7472	1	64%	1