Table 7 Comparison of stability and robustness of all models using Std values for all the datasets.
From: An efficient churn prediction model using gradient boosting machine and metaheuristic optimization
Dataset | Measure | Model | ||
|---|---|---|---|---|
GBM | SVMRBF | CP-EGBM | ||
DS 1 | Std | 0.0137 | 0.0111 | 0.0091 |
DS 2 | Std | 0.0678 | 0.0401 | 0.0204 |
DS 3 | Std | 0.1025 | 0.0913 | 0.0467 |
DS 4 | Std | 0.1008 | 0.0925 | 0.0381 |
DS 5 | Std | 0.0123 | 0.0102 | 0.0086 |
DS 6 | Std | 0.0106 | 0.0097 | 0.0055 |
DS 7 | Std | 0.0107 | 0.0094 | 0.0078 |
