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Table 5 McRUM results on thyroid training and test datasets

From: Multiclass relevance units machine: benchmark evaluation and application to small ncRNA discovery

 

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

  1. 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)