Figure 8 | Scientific Reports

Figure 8

From: Recognition of 3′-end L1, Alu, processed pseudogenes, and mRNA stem-loops in the human genome using sequence-based and structure-based machine-learning models

Figure 8

Recognition of 3′-end stem-loops of of processed pseudogenes and mRNAs with sequence-based models. Six classification models were constructed: (1) processed pseudogenes vs shuffled, (2) mRNAs vs shuffled, (3) L1 3′UTR vs processed pseudogenes, (4) L1 3′UTR vs mRNAs, (5) L1 3′UTR and processed pseudogenes vs shuffled, (6) L1 3′UTR and mRNAs vs shuffled. (a,b) Models’ performance: (a) ROC-curves and (b) precision-recall curves. (c) Feature importance analysis. Top-10 important parameters are coloured.

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