Research Article
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 | Chi2 | 79.3750 | 0.7525 |
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