Description Usage Arguments Details Value Examples
Computes the specificity of a given test/prediction against a gold standard/ground truth.
1 | specificity(pred, truth)
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pred |
vector of 1s and 0s or True and False representing predictions |
truth |
vector of 1s and 0s or True and False representing gold standards or ground truths |
Takes in vectors representing a prediction and a ground truth. Vectors may be either logical using T/F or numeric using 1 and 0s. Vectors must be of the same length
Specificity, computed as true neg / (true neg + false pos)
1 2 3 4 5 6 7 | pred1 <- c(1,1,0,1,1,0,0)
truth1 < c(1,0,0,1,1,0,1)
specificity(pred1,truth1)
pred2 <- c(T,T,F,T,T,F,F)
truth2 <- c(T,F,F,T,T,F,T)
specificity(pred2, truth2)
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