Table 9 Comparison of other ensemble techniques
From: Detecting diseases in medical prescriptions using data mining methods
Classification Techniques | Parameters of learner | Accuracy | Kappa score |
|---|---|---|---|
Adaboost (Label 1) | - Maximal depth = 10 - Number of preprunning = 3 | 57.14% | 0.562 |
Bagging (Label 1) | - Maximal depth = 6 - Number of preprunning = 3 | 51.43% | 0.505 |
Adaboost (Label 2) | - Maximal depth = 7 - Number of preprunning = 3 | 64.56% | 0.613 |
Bagging (Label 2) | - Maximal depth = 7 - Number of preprunning = 3 | 64.21% | 0.611 |