min.lcModels {latrend} | R Documentation |
Select the lcModel with the lowest metric value
Description
Select the lcModel with the lowest metric value
Usage
## S3 method for class 'lcModels'
min(x, name, ...)
Arguments
x |
The |
name |
The name of the internal metric. |
... |
Additional arguments. |
Value
The lcModel with the lowest metric value
Functionality
-
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.
See Also
Other lcModels functions:
as.lcModels()
,
lcModels
,
lcModels-class
,
max.lcModels()
,
plotMetric()
,
print.lcModels()
,
subset.lcModels()
Examples
data(latrendData)
method <- lcMethodLMKM(Y ~ Time, id = "Id", time = "Time")
model1 <- latrend(method, latrendData, nClusters = 1)
model2 <- latrend(method, latrendData, nClusters = 2)
model3 <- latrend(method, latrendData, nClusters = 3)
models <- lcModels(model1, model2, model3)
min(models, "WMAE")
[Package latrend version 1.6.1 Index]