08 June 2024 : Clinical Research
Machine Learning-Based Prediction of Helicobacter pylori Infection Study in Adults
Min Liu1ACE, Shiyu Liu2ABDG, Zhaolin Lu3DEF, Hu Chen4CD, Yuling Xu1BF, Xue Gong1CF, Guangxia Chen2AEG*DOI: 10.12659/MSM.943666
Med Sci Monit 2024; 30:e943666
Table 2 Each model and tuned hyperparameters.
| Model | Hyper parameter |
|---|---|
| SVM | C, kernel, gamma |
| LR | C, max_iter, tol |
| RF | n_estimators, max_depth, min_samples_split, min_samples_leaf |
| Xgboost | n_estimators, max_depth, min_child_weight, gamma, subsample, colsample_bytree, reg_alpha |
| NB | var_smoothing |