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

BMC Genomics

Table 2 Prediction time of McRUM on benchmark datasets (in seconds)

We provide the prediction time only for AP and OVR cases since their predictive performances are competitive to each other for all benchmark datasets while the performances for random decompositions are much lower than the AP and OVR cases with Naïve algorithm. The prediction time is averaged over 10-fold cross-validation for the first three datasets while it is estimated once for the last two datasets as their explicit partitioning of training and test sets were given. Included in the parenthesis is the standard deviation of the prediction time. (AP: all-pairs, OVR: one-versus-rest)

ISSN: 1471-2164