Table 2

Overall sensitivity (QD) of different classifiers for the classification of 18 ncRNA classes
Name of classifier MNC DNC TNC IPknot* IPknot#
BayesNet 0.073 0.084 0.284 - 0.397
NaiveBayes 0.057 0.074 0.058 0.315 0.398
MultilayerPerceptron 0.060 0.075 0.128 0.314 0.429
IBk 0.057 0.074 0.089 0.314 0.407
libSVM 0.060 0.079 0.108 0.214 0.056
SMO 0.073 0.081 0.102 0.283 0.422
RandomForest 0.055 0.079 0.121 0.400 0.433

*IPknot – Normalized (-1.0 to 1.0) graph properties value used for all classifier.

#IPknot – Real graph properties value used for all classifiers.

Panwar et al.

Panwar et al. BMC Genomics 2014 15:127   doi:10.1186/1471-2164-15-127

Open Data