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. 2021 Nov 19;7(47):eabj0852. doi: 10.1126/sciadv.abj0852

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Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC).

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Fig. 4. — (A) F1-scores of three algorithms for each FV corresponding to different thresholds. (B) Schematic of training/testing method for different concentrations of biomarker combinations. (C) Receiver operating characteristic (ROC) of each biomarker via RF model. Area under the curve (AUC) values for each biomarker. (D) ROC of each biomarker via ANN model. AUC values for each biomarker. (E) Feature importance of SWCNT chiralities generated by FV₁. (F) Feature importance of DNA sequences generated by FV₂. (G) Intensity change feature importance versus SWCNT chiral angle. (H) Normalized feature importance values of wavelength shift (Δλ) and intensity change versus SWCNT emission wavelength.