Deep learning model performance.

ROC curves for the Feature Network (a), the Topographic Map Network (b), the Short-time Fourier Transform Network (c), The Long Short-term Memory Network (d), and the SFN (e). The ROC curves are shown for each individual class (colored) and the micro-average (black). The black dotted line represents the ROC of a random classifier and is provided as a visual comparison.