Prediction and classification of ncRNAs using structural information

BMC Genomics

Table 2 Overall sensitivity (Q ^D ) 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.

ISSN: 1471-2164