predict.PPforest: Predict method for PPforest objects

In natydasilva/PPforest: Projection Pursuit Classification Forest

Predict method for PPforest objects

Description

Predict method for PPforest objects

Usage

## S3 method for class 'PPforest'
predict(object, newdata, rule = 1, parallel = TRUE, cores = 2, ...)

Arguments

object	A fitted PPforest object
newdata	A data frame with predictors (same structure as training data)
rule	Split rule used in classification (integer from 1 to 8) 1: mean of two group means 2: weighted mean of two group means - weight with group size 3: weighted mean of two group means - weight with group sd 4: weighted mean of two group means - weight with group se 5: mean of two group medians 6: weighted mean of two group medians - weight with group size 7: weighted mean of two group median - weight with group IQR 8: weighted mean of two group median - weight with group IQR and size
parallel	Logical, whether to use parallel processing
cores	Number of cores to use if parallel = TRUE
...	Additional arguments (ignored)

Value

A list with:

predtree

Matrix with individual tree predictions

predforest

Final predicted classes based on majority vote

natydasilva/PPforest documentation built on July 3, 2025, 8:58 p.m.