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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