JKAOH Journal of Korean Acadomy of Oral Health
pISSN 1225-388X eISSN 2093-7784

Table. 4.

Grid search for the optimal hyperparameters

Model ntree mtry AUC CA F Precision Recall
Tree 0.718 0.724 0.699 0.696 0.724
Random forest 100 3 0.736 0.729 0.703 0.697 0.719
Random forest 50 3 0.736 0.720 0.703 0.698 0.720
Random forest 100 4 0.737 0.721 0.705 0.700 0.721
Random forest 50 4 0.736 0.720 0.705 0.699 0.720
Random forest 100 5 0.736 0.720 0.703 0.698 0.720
Random forest 50 5 0.735 0.721 0.705 0.699 0.721
J Korean Acad Oral Health 2021;45:218~226 https://doi.org/10.11149/jkaoh.2021.45.4.218
© Journal of Korean Academy of Oral Health