Numerical results comparing the accuracy rate and number of features between the standard C4.5 classifier and proposed model on case study
| Model | |||
|---|---|---|---|
| Indicator | Standard C4.5 classifier | Proposed model | p-value |
| α | 0.6762±0.0511 | 0.7201±0.0142 | 7.19E−05 |
| β | 24.00±0.00 | 10.30±2.23 | <2.2E−16 |
| Model | |||
|---|---|---|---|
| Indicator | Standard C4.5 classifier | Proposed model | |
| 0.6762±0.0511 | 7.19E−05 | ||
| 24.00±0.00 | <2.2E−16 | ||
Notes: Mean±standard deviation for 30 runs experimental results and computed p-values. Mean values marked in italics indicate statistical significance results at 95% confidence interval under the pairwise t-test comparison