tuneTWIX {TWIX} | R Documentation |
Parameter Tuning.
Description
This function tunes hyperparameters minbuck and maxdepth.
Usage
tuneTWIX(formula, data = NULL, minbuck = seq(5, 30, by = 5),
xval = 10, runs = 10, trace.plot = TRUE)
Arguments
formula |
formula of the form y ~ x1 + x2 + ... ,
where y must be a factor and x1,x2,... are numeric or factor. |
data |
an optional data frame containing the variables in the model. |
minbuck |
the sampling space for parameter minbuck. |
xval |
number of cross-validations. |
runs |
number of runs. |
trace.plot |
Should trace plot be ploted? |
... |
other parameters to be passed through to plotting functions. |
See Also
plot.TWIX
,TWIX
Examples
data(olives)
tuneTWIX(Region~.,data=olives[,1:9],minbuck=c(1,5,10,15,20,25),runs=2)
[Package
TWIX version 0.2.2
Index]