evaloutput-class: "evaloutput"
Description
Object returned by the method evaluation.Slots
score:- A numeric vector of performance scores whose length depends
on
"scheme", s.below. It equals the number of
iterations (number of different datasets) if
"scheme = iterationwise" and the number
of all observations in the complete dataset otherwise.
As not necessarily all observation must be predicted
at least one time, score can also contain NAs
for those observations not classified at all. measure:- performance measure used, s.
evaluation. scheme:- scheme used, s.
evaluation method:- name of the classifier that has been evaluated.
Methods
- show
- Use
show(evaloutput-object) for brief information. - summary
- Use
summary(evaloutput-object) to apply the
classic summary() function to the slot score,
s. summary,evaloutput-method - boxplot
- Use
boxplot(evaloutput-object) to display
a boxplot of the slot score, s. boxplot,evaloutput-method. - obsinfo
- Use
obsinfo(evaloutput-object, threshold) to display all
observations consistenly correctly or incorrectly classified
(depending on the value of the argument threshold), s.
obsinfo.