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Table 2 Classification performance of classifiers trained on both IL-6 and -8 features.

From: Supervised prediction of drug-induced nephrotoxicity based on interleukin-6 and -8 expression levels

  NB k-NN SVM RF
Balanced accuracy (%) 70.2 74.1 81.6 87.8
Sensitivity (%) 62.0 74.0 78.7 89.4
Specificity (%) 78.4 74.2 84.2 85.9
  1. (NB=Naive Bayes classifier, k-NN=k-nearest neighbour classifier with k= 3, SVM=support vector machine with radial basis function kernel, RF=random forest classifier. The values were estimated using a 3-fold cross validation procedure with 10 random trials, and averaged across three batches of HPTCs.)
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