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

Table 3

Parameters of M3GP used in all the parallel variants.

Parameter	Value
Runs	30
Population size	10,50,100, and 150 individuals
Generations	1
Initialization	12-Depth full initialization with 1, 5, 10, 20, and 30 dimensions
Operator probabilities	Crossover , mutation
Function set	( protected as in [34])
Terminal set	Ephemeral random constants [0,1]
Bloat control	17-Depth limit
Selection	Lexicographic tournament of size 5
Elitism	Keep best individual