Table 2 Run times in seconds for the different steps of the proposed procedure by using the UEX database
Feature selection | Grid search | Classification | Total | |
|---|---|---|---|---|
Gradient Boosting | 390.05 | 318.47 | 105.69 | 814.21 |
Logistic Regression | 24.63 | 21.51 | 12.28 | 58.42 |
Passive Aggressive | 23.43 | 11.97 | 12.21 | 47.61 |
Perceptron | 22.17 | 7.58 | 12.37 | 42.13 |
Random Forest | 938.81 | 286.77 | 155.31 | 1380.89 |
SVM | 17.75 | 14.00 | 9.16 | 40.91 |