Table 5.
The impacts of individual techniques on search time and the final model’s error rate on the test data
Technique | Impact of not using the technique | |
---|---|---|
Search time | Error rate | |
Technique 1 | ↑2% | – |
Technique 2 | ↓41% | ↑3.5% |
Technique 3 | ↑1397% | – |
Technique 4 | ↓15% | ↑4% |
Technique 5 | ↓12% | ↑2% |
Technique 6 | – | ↑1% |
Technique 7 | ↑6% | ↑1% |
Technique 8 | ↑2% | ↑2% |
“–” means no change