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. Author manuscript; available in PMC: 2017 Apr 19.
Published in final edited form as: Proc IEEE Int Symp Biomed Imaging. 2015 Jul 23;2015:205–208. doi: 10.1109/ISBI.2015.7163850

Table 2.

Summary of the evaluation compared with ground truth on CNN and other methods.

Methods Precision Recall F1-score
Mean ± std Max Min 80% Mean ± std Max Min 80% Mean ± std Max Min 80%
CNN1 0.94 ± 0.04 0.99 0.85 0.99 0.87 ± 0.10 0.99 0.67 0.97 0.90 ± 0.05 0.97 0.80 0.96
CNN2 0.93 ± 0.07 0.99 0.76 0.99 0.92 ± 0.07 1.0 0.73 0.98 0.92 ± 0.04 0.98 0.80 0.96
LSVM 0.92 ± 0.06 0.99 0.80 0.97 0.76 ± 0.12 0.91 0.49 0.89 0.82 ± 0.08 0.94 0.63 0.90
LSVML 0.78 ± 0.15 0.97 0.41 0.90 0.87 ± 0.09 1.0 0.67 0.96 0.81 ± 0.08 0.91 0.59 0.87
LBT 0.79 ± 0.13 0.97 0.58 0.91 0.96 ± 0.04 1.0 0.84 1.0 0.86 ± 0.09 0.98 0.69 0.94