Table 2 Performance summary of Binary Classification Algorithms.

From: A Rapid Response Electrochemical Biosensor for Detecting Thc In Saliva

Classifier Name AUC Threshold TPR FPR
Logistic Regression 0.911 0.39 97.1 60.0
  0.722 88.6 15.0
Logistic Regression with K-folds cross-validation 0.916 0.303 97.1 60.0
  0.769 88.6 10.0
Linear kernel SVM 0.911 0.214 97.1 60.0
  0.829 88.6 15.0
Radial Bias Function kernel SVM 0.951 0.621 97.1 15.0
  0.797 0.943 5.0