cv: Repeated CV - GLM

In anthonyyazdani/OOS: GLM's out of sample (OOS) performances

Description

Repeated CV - GLM

Usage

cv(
  expr,
  df,
  family,
  thresh = FALSE,
  statistic = "Accuracy",
  number = 10,
  repeats = 10
)

Arguments

expr	GLM formula.
df	Data.frame.
family	Object : a description of the error distribution.
thresh	If TRUE, an optimal threshold is found based on the 'statistic' criterion.
statistic	A character indicating which statistic to maximize. Default is "Accuracy". You can use c('Sensitivity', 'Specificity', 'Pos Pred Value', 'Neg Pred Value', 'Precision', 'Accuracy', 'Balanced Accuracy', 'F1', 'Detection Rate', 'Detection Prevalence', 'Prevalence', 'Recall', 'Kappa', 'J', 'Dist').
number	The number of folds.
repeats	The number of complete sets of folds to compute.

Value

Different accuracy measures.

anthonyyazdani/OOS documentation built on Sept. 5, 2020, 12:54 a.m.