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mdatools (version 0.7.0)

plotPerformance.classres: Performance plot for classification results

Description

Makes a plot with classification performance parameters vs. model complexity (e.g. number of components) for classification results.

Usage

"plotPerformance"(obj, nc = NULL, param = "all", type = "h", legend = NULL, main = NULL, xlab = "Components", ylab = "", ylim = c(0, 1.1), ...)

Arguments

obj
classification results (object of class plsdares, simcamres, etc.).
nc
if there are several classes, which class to make the plot for (NULL - summary for all classes).
param
which performance parameter to make the plot for ('sensitivity', 'specificity', 'misclassified', 'all').
type
type of the plot
legend
vector with legend items
main
main title for the plot
xlab
label for x axis
ylab
label for y axis
ylim
vector with two values - limits for y axis
...
most of the graphical parameters from mdaplot function can be used.

Details

See examples in description of plsdares, simcamres, etc.