Table 6.
Quantitative comparison among number of features (Classifier wise average execution (CPU) Time (in seconds))
Number of Features | Gaussian Naïve Bayes | Decision Tree | Random Forest | XGB Classifier |
---|---|---|---|---|
1 | 0.00 | 0.01 | 0.22 | 2.39 |
2 | 0.00 | 0.01 | 0.29 | 3.84 |
3 | 0.00 | 0.02 | 0.30 | 5.32 |
4 | 0.00 | 0.02 | 0.34 | 6.54 |
5 | 0.00 | 0.02 | 0.39 | 7.66 |