The lcModels S3 class represents a list of one or more lcModel objects.
This makes it easier to work with a collection of models in a more structured manner.
A list of models is outputted from the repeated estimation functions such as latrendRep(), latrendBatch(), and others.
You can construct a list of models using the lcModels() function.
Print an argument summary for each of the models.
Convert to a data.frame of method arguments.
Subset the list.
Compute an internal metric or external metric.
Obtain the best model according to minimizing or maximizing a metric.
Obtain the summed estimation time.
Plot a metric across a variable.
Other lcModels functions:
as.lcModels(),
lcModels,
max.lcModels(),
min.lcModels(),
plotMetric(),
print.lcModels(),
subset.lcModels()
data(latrendData)
method <- lcMethodLMKM(Y ~ Time, id = "Id", time = "Time")
models <- latrendRep(method, data = latrendData, .rep = 5) # 5 repeated runs
bestModel <- min(models, "MAE")