Table 3

McRUM results on iris dataset using 10-fold cross-validation

Naïve

GBT


Train Acc

Test Acc

Train Acc

Test Acc


AP

97.56 (0.70)

96.00 (5.62)

97.56 (0.70)

96.00 (5.62)


OVR

97.85 (0.82)

96.67 (5.67)

97.85 (0.82)

96.67 (5.67)


Dense

67.56 (2.88)

68.00 (16.27)

97.70 (0.74)

96.00 (6.44)


Sparse

66.67 (1.16)

66.67 (10.42)

97.78 (0.92)

95.33 (5.49)


Train/Test Acc is the mean accuracy on the training/test dataset. The standard deviation is shown in the parenthesis. (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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