Support Vector Machine Weather Prediction Technology Based on the Improved Quantum Optimization Algorithm

Table 5

Algorithm performance comparison.

Model	Average accuracy (%)	Optimal accuracy (%)
Random forest	—	85.4	0.85
Decision tree	—	85.0	0.85
Logistic regression	—	84.7	0.84
XGBoost	—	86.0	0.86
SVM	—	85.7	0.85
GA_SVM	86.5	86.7	0.87
QGA_SVM	86.7	87.0	0.86
ICMPACO_SVM	86.8	87.1	0.88
IQGA_SVM	87.1	87.3	0.88