err
defines the error rate as the complement of
accuracy acc
or lack of correspondence
of decisions to conditions.
err
An object of class numeric
of length 1.
Definition:
err = (1 - acc)
When freq
are not rounded (round = FALSE
) then
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.
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()
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
#> [1] TRUE