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From binary classification problems, with the desired std_err it returns the minimal assesment/validation set size.

Usage

calc_split_size(
  std_err = NULL,
  confidence_interval = 0.95,
  margin_error = 0.02
)

Arguments

std_err

The desired std_err numeric (default NULL)

confidence_interval

(default 0.95)

margin_error

(default 0.02)

Details

The calc_validation_size function returns the minimal validation size for expected probabilities and desired error. s

Examples

calc_split_size()
#> Info: 0.0102042691384931 std_err is used.
#> [1] 2400.912
calc_split_size(confidence_interval = 0.95, margin_error = 0.02)
#> Info: 0.0102042691384931 std_err is used.
#> [1] 2400.912
calc_split_size(std_err = 0.02)
#> [1] 625