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This parameter can be used to moderate how much influence certain classes receive during training.

Usage

class_weights(range = c(1, 10), trans = NULL)

Arguments

range

A two-element vector holding the defaults for the smallest and largest possible values, respectively.

trans

A trans object from the scales package, such as scales::log10_trans() or scales::reciprocal_trans(). If not provided, the default is used which matches the units used in range. If no transformation, NULL.

Details

Used in brulee::brulee_logistic_reg() and brulee::brulee_mlp()

Examples

class_weights()
#> Minority Class Weight (quantitative)
#> Range: [1, 10]