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rbooster (version 1.1.0)

predict.booster: Prediction function for Adaboost framework

Description

Makes predictions based on booster function

Usage

# S3 method for booster
predict(object, newdata, type = "pred", print_detail = FALSE, ...)

# S3 method for discrete_adaboost predict(object, newdata, type = "pred", print_detail = FALSE, ...)

# S3 method for real_adaboost predict(object, newdata, type = "pred", print_detail = FALSE, ...)

Arguments

object

booster object

newdata

a factor class variable. Boosting algorithm allows for

type

pre-ready or a custom classifier function.

print_detail

prints the prediction process. Default is FALSE.

...

additional arguments.

Value

A vector of class predictions or a matrix of class probabilities depending of type

Details

Type "pred" will give class predictions. "prob" will give probabilities for each class.

See Also

[predict()]