Research Article

[Retracted] Optimization and Application of Random Forest Algorithm for Applied Mathematics Specialty

Table 3

Comparison of average accuracy of models under different data sets (%).

Contrast modelTraining setTest set
Positive sample accuracyNegative class sample accuracyOverall accuracyPositive sample accuracyNegative class sample accuracyOverall accuracy

RF95.3690.0193.3691.9686.5488.17
CART90.0689.7789.0688.9180.2481.14
Logit80.1380.0977.8677.9675.2379.64
Optimize RF97.6395.5296.1792.3391.6994.98