Overall comparison of performance of Decision Tree algorithms
| Sl.no | Parameters | C5.0 BN | C5.0 | C4.5 | ID3 |
|---|---|---|---|---|---|
| 1 | Accuracy (%) | 92.21 | 86.78 | 81.67 | 76.58 |
| 2 | Error rate (%) | 11.01 | 15.81 | 19.17 | 27.09 |
| 3 | Memory consumption (KB) | 35,112 | 35,482 | 36,101 | 36,879 |
| 4 | Training time (ms) | 9.12 | 7.2 | 6.5 | 5.2 |
| 5 | Search time (ms) | 3.25 | 4.85 | 5.19 | 6.27 |
| Sl.no | Parameters | C5.0 BN | C5.0 | C4.5 | ID3 |
|---|---|---|---|---|---|
| 1 | Accuracy (%) | 92.21 | 86.78 | 81.67 | 76.58 |
| 2 | Error rate (%) | 11.01 | 15.81 | 19.17 | 27.09 |
| 3 | Memory consumption (KB) | 35,112 | 35,482 | 36,101 | 36,879 |
| 4 | Training time (ms) | 9.12 | 7.2 | 6.5 | 5.2 |
| 5 | Search time (ms) | 3.25 | 4.85 | 5.19 | 6.27 |
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