Table 8 Accuracy of the stacking model in predicting Label 2
From: Detecting diseases in medical prescriptions using data mining methods
Base learner / Meta Learner | KNN | Decision Tree | Random Forest | NaĂŻve Bayes |
|---|---|---|---|---|
Parameters | -K = 3 - Weighted vote | -With pre-pruning -Maximal depth = 7 | -Maximal depth = 10 -Number of trees = 54 -Without pre-pruning | -Laplace correction |
Accuracy | 74.39% | Â | Â | Â |
Kappa score | 0.720 | Â | Â | Â |