Description Usage Arguments Value
View source: R/UrerfHelperFunctions.R
Creates Urerf Tree.
1 2 3 4 |
X |
an Nxd matrix or Data frame of numeric values. |
MinParent |
the minimum splittable node size (MinParent=1). |
trees |
the number of trees to grow in a forest (trees=100). |
MaxDepth |
the maximum depth allowed in a forest (MaxDepth=Inf). |
bagging |
only used experimentally. Determines the hold out size if replacement=FALSE (bagging=.2). |
replacement |
method used to determine boot strap samples (replacement=TRUE). |
FUN |
the function to create the rotation matrix used to determine mtry features. |
options |
options provided to FUN. |
Progress |
logical that determines whether to show tree creation status (Progress=TRUE). |
splitCrit |
split based on twomeans(splitCrit="twomeans") or BIC test(splitCrit="bicfast") |
LinearCombo |
logical that determines whether to use linear combination of features. (LinearCombo=TRUE). |
tree
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