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Table 4 Accuracy comparison for various classifiers

From: Molecular differential diagnosis of follicular thyroid carcinoma and adenoma based on gene expression profiling by using formalin-fixed paraffin-embedded tissues

Classifier description

Accuracy on dataset B

Accuracy on dataset D

Accuracy on dataset E1

Accuracy on dataset E2

76-gene Borup's classifier

81%

81%

92%

83%

5-gene own classifier

77%

73%

92%

83%

3-gene Weber's classifier

77%

50%

91%*

42%

5-gene Foukakis classifier

77%

61%

71%

75%

  1. *Potentially overfitting (tested on the set from which it was developed).