Derived measures.

Measures derived from confusion matrix.

ebc_TPR(detected, true)

ebc_TNR(detected, true, all, m = length(all))

ebc_PPV(detected, true)

ebc_NPV(detected, true, all, m = length(all))

ebc_FNR(detected, true)

ebc_FPR(detected, true, all, m = length(all))

ebc_FDR(detected, true)

ebc_FOR(detected, true, all, m = length(all))

ebc_ACC(detected, true, all, m = length(all))

ebc_BACC(detected, true, all, m = length(all))

ebc_F1(detected, true)

ebc_PLR(detected, true, all, m = length(all))

ebc_NLR(detected, true, all, m = length(all))

ebc_DOR(detected, true, all, m = length(all))

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.

Value

A numeric.

Details

See ebc_allmeasures for the description of the measures.

See also

ebc_TP, ebc_tidy, ebc_allmeasures

Examples

ebc_TPR(detected = c("A", "C", "D"), true = c("A", "B", "C"))
#> [1] 0.6666667
ebc_ACC(detected = c("A", "C", "D"), true = c("A", "B", "C"),
        all = LETTERS[1:5])
#> [1] 0.6