plot_evolution {emcAdr} | R Documentation |
Plot the evolution of the mean and the best value of the population used by the GeneticAlgorithm
Description
Plot the evolution of the mean and the best value of the population used by the GeneticAlgorithm
Usage
plot_evolution(
list,
mean_color = "#F2A900",
best_color = "#008080",
xlab = "Epochs",
ylab = "Score"
)
Arguments
list |
A list with 2 elements returned by the GeneticAlgorithm: "mean" and "best", containing the numeric vectors representing the mean and best fitness of the population |
mean_color |
A string specifying the color of the mean values |
best_color |
A string specifying the color of the best values |
xlab |
A string specifying the label for the x-axis |
ylab |
A string specifying the label for the y-axis |
Value
no returned value, should plot the evolution of the genetic algorithm results (mean/max score for each epoch).
Examples
data("ATC_Tree_UpperBound_2024")
data("FAERS_myopathy")
results = GeneticAlgorithm(epochs = 10, nbIndividuals = 10,
ATCtree = ATC_Tree_UpperBound_2024,
observations = FAERS_myopathy)
plot_evolution(list = results)
[Package emcAdr version 1.2 Index]