Research Article

A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP

Table 2

Parameters used by M3GP to obtain the results reported in Figure 2.

ParameterValue

Runs30
Population size500 individuals
Generations100
Initialization6-depth full initialization with 1 initial dimension
Operator probabilitiesCrossover , mutation
Function set( protected as in [34])
Terminal setEphemeral random constants [0,1]
Bloat control17-depth limit
SelectionLexicographic tournament of size 5
ElitismKeep best individual