Table 4 Development data set test classification metrics for the 11 developed pipelines.
Model number | Accuracy | Precision | Recall | F1-score |
---|---|---|---|---|
Model 1 | 0.946 | 0.947 | 0.947 | 0.946 |
Model 2 | 0.964 | 0.964 | 0.964 | 0.964 |
Model 3 | 0.945 | 0.945 | 0.946 | 0.945 |
Model 4 | 0.951 | 0.952 | 0.952 | 0.951 |
Model 5 | 0.928 | 0.929 | 0.930 | 0.928 |
Model 6 | 0.947 | 0.947 | 0.948 | 0.947 |
Model 7 | 0.947 | 0.947 | 0.948 | 0.947 |
Model 8 | 0.940 | 0.940 | 0.941 | 0.940 |
Model 9 | 0.959 | 0.959 | 0.959 | 0.959 |
Model 10 | 0.940 | 0.940 | 0.941 | 0.940 |
Model 11 | 0.933 | 0.934 | 0.934 | 0.933 |
Average | 0.946 | 0.946 | 0.947 | 0.946 |