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. Author manuscript; available in PMC: 2011 May 10.
Published in final edited form as: Med Image Comput Comput Assist Interv. 2010;13(Pt 1):657–665. doi: 10.1007/978-3-642-15705-9_80

Table 1.

Classification accuracy for SH and F2T models

Classifier SH model F2T model
40% 60% 80% 98% 40% 60% 80% 98%
Sp Se Sp Se Sp Se Sp Se Sp Se Sp Se Sp Se Sp Se
knn 0.71 0.72 0.76 0.76 0.78 0.77 0.80 0.78 0.83 0.82 0.85 0.85 0.85 0.85 0.85 0.86
SVM 0.70 0.69 0.75 0.71 0.77 0.73 0.77 0.77 0.79 0.78 0.83 0.80 0.84 0.81 0.85 0.81
PWC 0.70 0.72 0.70 0.76 0.68 0.79 0.70 0.84 0.79 0.77 0.80 0.85 0.82 0.87 0.80 0.85