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. Author manuscript; available in PMC: 2016 Sep 19.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2016 Mar 29;9788:978812. doi: 10.1117/12.2216553

Table 1.

Performance comparison of different classifiers for differentiating normal and tumor tissue.

Classifier Mouse #1 Mouse #2 Mouse #3 Mouse #4 Mouse #5 Average
RF 0.807 0.930 0.917 0.903 0.905 0.892
LDA 0.799 0.925 0.897 0.932 0.898 0.890
SVM 0.801 0.936 0.893 0.913 0.899 0.889
NB 0.637 0.868 0.898 0.869 0.902 0.835
KNN 0.713 0.859 0.865 0.859 0.838 0.827
DT 0.621 0.788 0.752 0.797 0.766 0.745