Reinforcement Learning-Based Genetic Algorithm in Optimizing Multidimensional Data Discretization Scheme

Table 5

Classification accuracy of discretization scheme optimized by RLGA.

Method	Overall accuracy (%)	Kappa coefficient
RLGA	91.0417	0.8925
MFD-mvtR	85.2083	0.8225
EDiRa	74.1667	0.6900
ChiMerge	80.2083	0.7625
1R	56.4583	0.4775
NCAIC	80.6250	0.7675
FUDC	76.2500	0.7150
V-Test	79.7917	0.7575
Chi^2	79.3750	0.7525