A Fuzzy Comprehensive Evaluation and Random Forest Model for Financial Account Audit Early Warning

Table 1

Comparison of actual classification and predicted classification of the model test set.

Years	ST	ST sum	Non-ST	Non-ST sum	Average rate (%)
2006	2	23	81	92	72.17
2007	2	25	86	90	76.52
2008	0	30	84	85	73.04
2009	1	24	87	91	76.51
2010	1	24	82	91	72.17
2011	3	27	74	88	66.95
2012	0	19	91	96	79.13
2013	3	26	90	95	80.86
2014	2	28	82	97	73.04
2015	5	20	76	95	70.43
Average rate	—	—	—	—	74