err: Error rate (err) as the probability of an incorrect decision.

In riskyr: Rendering Risk Literacy more Transparent

Error rate (err) as the probability of an incorrect decision.

Description

err defines the error rate as the complement of accuracy acc or lack of correspondence of decisions to conditions.

Usage

err

Format

An object of class numeric of length 1.

Details

Definition:

err = (1 - acc)

When freq are not rounded (round = FALSE) then

err = dec_err/N = (mi + fa)/N

err is currently not included in prob, but shown in plots.

See err's complement of accuracy acc for computation and accu for current accuracy metrics and several possible interpretations of accuracy.

See Also

acc provides overall accuracy; comp_acc computes accuracy from probabilities; accu lists current accuracy metrics; comp_accu_prob computes exact accuracy metrics from probabilities; comp_accu_freq computes accuracy metrics from frequencies; comp_sens and comp_PPV compute related probabilities; is_extreme_prob_set verifies extreme cases; comp_complement computes a probability's complement; is_complement verifies probability complements; comp_prob computes current probability information; prob contains current probability information; is_prob verifies probabilities.

Other probabilities: FDR, FOR, NPV, PPV, acc, fart, mirt, ppod, prev, sens, spec

Other metrics: accu, acc, comp_accu_freq(), comp_accu_prob(), comp_acc(), comp_err()

Examples

err <- .50     # sets a rate of incorrect decisions of 50%
err <- 50/100  # (dec_err) for 50 out of 100 individuals
is_prob(err)   # TRUE

riskyr documentation built on Aug. 15, 2022, 9:09 a.m.