Financial Risk Early Warning Based on Wireless Network Communication and the Optimal Fuzzy SVM Artificial Intelligence Model

Table 14

Classification comparison of the test set under different algorithms.

Algorithm		Category 1 (%)	Category 2 (%)	Category 3 (%)	Accuracy (%)
SAPSO-FSVM	88	84.6%	79.0%	62.5%	79.29%
PSO-FSVM	127	74.0%	75.8%	65.6%	73.23 5
GA-FSVM	107	71.2%	82.3%	59.4%	72.73%
FSVM	195	73.1%	43.5%	68.8%	68.18%