accuracy: Average classification accuracy

In liver: "Eating the Liver of Data Science"

Average classification accuracy

Description

Computes average classification accuracy.

Usage

accuracy( pred, actual, cutoff = NULL, reference = NULL )

Arguments

pred	a numerical vector of estimated values.
actual	a numerical vector of actual values.
cutoff	cutoff value for the case that pred is vector of probabilites.
reference	a factor of classes to be used as the true results.

.

Value

The computed average classification accuracy (numeric value).

Author(s)

Reza Mohammadi [e-mail] and Kevin Burke [e-mail]

See Also

conf.mat, mse, mae

Examples

pred   = c( "no", "yes", "yes", "no", "no", "yes", "no", "no" )
actual = c( "yes", "no", "yes", "no", "no", "no", "yes", "yes" )

accuracy( pred, actual )

liver documentation built on Nov. 2, 2023, 5:29 p.m.