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. Author manuscript; available in PMC: 2021 Dec 1.
Published in final edited form as: Ultrasound Med Biol. 2020 Sep 28;46(12):3426–3439. doi: 10.1016/j.ultrasmedbio.2020.08.022

Table 6:

Classifier validation (mean ± std).

Classifier Contrast CNR gCNR
LDA 2.40 ± 0.80 3.07 ± 1.28 0.91 ± 0.18
Linear SVM 2.40 ± 0.78 3.08 ± 1.24 0.90 ± 0.18
Decision Tree 2.08 ± 0.49 2.82 ± 1.20 0.87 ± 0.19
Random Forest 2.16 ± 0.51 3.10 ± 1.25 0.90 ± 0.20