Figure 3 | Scientific Reports

Figure 3

From: Leveraging machine learning to distinguish between bacterial and viral induced pharyngitis using hematological markers: a retrospective cohort study

Figure 3

Comparative Analysis of ROC Curves from Multiple Machine Learning Models. ROC curves for six different machine learning models: Lasso Regression, Decision Tree, Random Forest, Support Vector Machine, Neural Network, and Naive Bayes. The area under the curve (AUC) metric was used to evaluate the performance of each model, with a higher AUC indicating better performance.

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