Tidy output for measures — ebc_tidy • evabic

Construct a single row summary of the classifier.

ebc_tidy(
  detected,
  true,
  all,
  m = length(all),
  measures = c("TPR", "FPR", "FDR", "ACC", "F1")
)

Arguments

detected: Vector of elements that are detected.
true: Vector of element that are supposed to be detected.
all: Vector of all elements.
m: Total number of elements.
measures: Desired measures of performance.

Value

A single-row data.frame with one column per element in measures.

Details

See ebc_allmeasures for the available measures and their descriptions.

See also

ebc_TP, ebc_TPR, ebc_allmeasures

Examples

ebc_tidy(detected = c("A", "C", "D"), true = c("A", "B", "C"),
         all = LETTERS[1:6], measures = c("ACC", "FDR"))
#>         ACC       FDR
#> 1 0.6666667 0.3333333