Table 5

McRUM results on thyroid training and test datasets

Naïve

GBT


Train Acc

Test Acc

Train Acc

Test Acc


AP

98.44

97.29

97.93

97.11


OVR

95.47

95.22

95.52

95.04


Dense

92.47

92.71

94.38

93.90


Sparse

24.68

25.50

97.11

96.18


Train/Test Acc is the accuracy on the training/test dataset. Note that an explicit partitioning of the data into training and test sets were provided. Therefore, cross-validation experiment was not performed and, as a result, no information on standard deviation is available. (AP: all-pairs, OVR: one-versus-rest, Dense: random dense, Sparse: random sparse)

Menor et al. BMC Genomics 2013 14(Suppl 2):S6   doi:10.1186/1471-2164-14-S2-S6

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