optimal_size: Selecting an optimal tree size
In xiaotiand/FunFor: Random Forest for Functional Data (FunFor)
Description
Usage
Arguments
Details
Value
Examples
Description
This function is to find a optimal tree size
Usage
1
optimal_size(formula, data, npc = NULL, n_folds = 5)
Arguments
formula
Formula of model fitted
data
All the data
npc
Number of PCs
n_folds
Number of folds in cross-validation
Details
This function is used to determine the optimal size of a tree fit.
See ?FunFor, the main function, for example.
Value
An integer for optimal tree size.
Examples
1
optimal_size(Y ~ ., data)
xiaotiand/FunFor documentation built on Dec. 23, 2021, 6:18 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Details Value Examples
Description
This function is to find a optimal tree size
Usage
1 | optimal_size(formula, data, npc = NULL, n_folds = 5)
|
Arguments
formula |
Formula of model fitted |
data |
All the data |
npc |
Number of PCs |
n_folds |
Number of folds in cross-validation |
Details
This function is used to determine the optimal size of a tree fit. See ?FunFor, the main function, for example.
Value
An integer for optimal tree size.
Examples
1 | optimal_size(Y ~ ., data)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.