Research Article

Plant MicroRNA Prediction by Supervised Machine Learning Using C5.0 Decision Trees

Table 6

Attributes with an average decline of 1% or greater when excluded.

AttributeAverage percentage decline in training accuracy when the attribute is removed

DuplexEnergy53%
T% + A%20%
DeltaGnorm14%
longestBracketSet10%
minMatchPercent 7%
G% + C% 5%
loopCountNorm 4%
MaxMismatch 4%
DuplexEnergyNorm 1%
DeltaG 1%
longestBracket/longestDot 1%