Description Usage Arguments Value Note
Calculates mse over different values of mtry, returns a plot displaying how the mse changes, and returns the value of mtry with minimum mse.
1 |
object |
An object of type fuzzy_forest. |
X |
A data.frame containing the features selected by fuzzy forests. The names of selected features must be among the column names of X. If X is the training set, the resulting mse's may be biased. |
y |
The corresponding set of outcomes. |
step_size |
By default, mtry starts out high (equal to the
number of features selected) and goes down by
increments of size |
mtry_grid |
A grid of values of |
main |
Title of resulting plot. |
An object of type tune_mtry.
This work was partially funded by NSF IIS 1251151.
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