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. Author manuscript; available in PMC: 2022 Apr 19.
Published before final editing as: IEEE Trans Med Imaging. 2019 Feb 27:10.1109/TMI.2019.2902073. doi: 10.1109/TMI.2019.2902073

TABLE IV.

Mean and standard deviation of the macro-averaged F1 scores across all classes for each method. Best scores in bold.

Method Macro-averaged Score
LSVM 0.2986±0.0021
LR 0.3381±0.0131
RecoBundles 0.3797±0.1818
FiberNet 0.8831±0.0075
SCNN-CE 0.8632±0.0020
DCNN-CE 0.9211±0.0098
DCNN-FL 0.9362±0.0026
DCNN-CL 0.9494±0.0066
DCNN-CL-ATT 0.9525±0.0053
DCNN-CL-ATT-CT 0.9337±0.0015