Fig. 3

Machine learning (ML) metrics values. The values for different metrics calculated for all datasets using different machine learning algorithms, namely K-nearest neighbors (KNN), Naïve Bayes (NB), neural network (NNET), random forest (RF), and support vector machine (SVM). Known biomarker (A: all transcripts, B: protein coding transcripts, and C: non-coding transcripts) and all data (D: all transcripts, E: protein coding transcripts, and F: non-coding transcripts). For all the calculations, transcript expression was used