freq is a list of named numeric variables
containing 11 key frequencies (and their values):
Details
the population size
Nthe number of cases for which
cond_truethe number of cases for which
cond_falsethe number of cases for which
dec_posthe number of cases for which
dec_negthe number of cases for which
dec_corthe number of cases for which
dec_errthe number of true positives, or hits
hithe number of false negatives, or misses
mithe number of false positives, or false alarms
fathe number of true negatives, or correct rejections
cr
These frequencies are computed from basic parameters
(contained in num) and computed by using
comp_freq.
The list freq is the frequency counterpart
to the list containing probability information prob.
Natural frequencies are always expressed in
relation to the current population of
size N.
Key relationships between frequencies and probabilities
(see documentation of comp_freq or comp_prob for details):
Three perspectives on a population:
by condition / by decision / by accuracy.
Defining probabilities in terms of frequencies:
Probabilities can be computed as ratios between frequencies, but beware of rounding issues.
Functions translating between representational formats:
comp_prob_prob, comp_prob_freq,
comp_freq_prob, comp_freq_freq
(see documentation of comp_prob_prob for details).
Visualizations of current frequency information
are provided by plot_prism and
plot_icons.
See also
comp_freq computes current frequency information;
num contains basic numeric variables;
init_num initializes basic numeric variables;
prob contains current probability information;
num contains basic numeric parameters;
init_num initializes basic numeric parameters;
txt contains current text information;
init_txt initializes text information;
pal contains current color information;
init_pal initializes color information.
Other lists containing current scenario information:
accu,
num,
pal,
pal_bw,
pal_bwp,
pal_kn,
pal_mbw,
pal_mod,
pal_org,
pal_rgb,
pal_unikn,
pal_vir,
prob,
txt,
txt_TF,
txt_org
Examples
freq <- comp_freq() # initialize freq to default parameters
freq # show current values
#> $N
#> [1] 1000
#>
#> $cond_true
#> [1] 250
#>
#> $cond_false
#> [1] 750
#>
#> $dec_pos
#> [1] 400
#>
#> $dec_neg
#> [1] 600
#>
#> $dec_cor
#> [1] 774
#>
#> $dec_err
#> [1] 226
#>
#> $hi
#> [1] 212
#>
#> $mi
#> [1] 38
#>
#> $fa
#> [1] 188
#>
#> $cr
#> [1] 562
#>
length(freq) # 11 known frequencies
#> [1] 11
names(freq) # show names of known frequencies
#> [1] "N" "cond_true" "cond_false" "dec_pos" "dec_neg"
#> [6] "dec_cor" "dec_err" "hi" "mi" "fa"
#> [11] "cr"
