Research Article
Serum and Cerebrospinal Fluid Cytokine Biomarkers for Diagnosis of Multiple Sclerosis
Table 1
Tuning parameters of the machine learning models.
| | Model | Method | Tuning parameter |
| | Gaussian Naïve Bayes (gNB) | GaussianNB | | | -Nearest Neighbor (KNN) | KNN_model | , , , | | Decision tree (DT), | DecisionTreeClassifier | , , , | | XGB (XG boost) | XGBClassifier | , , , , , | | Random forest (RF) (RandomForestClassifier) | RandomForestClassifier | , |
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