Description Usage Arguments Author(s) Examples
Compares the performance of each algorithm in a boxplot OR barplot. Each holdout will contribute at least one data point to each algorithm.
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obj |
An object produced by the blkboxCV function. |
metric |
Which metric you wish to plot. Area under the Receiver operating curve = "AUROC", Accuracy = "ACC", Error rate = "ERR", Matthews correlation coefficient = "MCC", F-1 score = "F-1". default = c("AUROC") |
y_ranges |
is the y axis limits for the plot, defaults to c(0,1). Must be a numeric vector with two entries. Invalid for barplots. |
title |
the title to be adhered to the plot. Default is no title. |
type |
The plot can be either a barplot or boxplot. For the barplot the consensus performance is used, for a boxplot consensus is false. If only one performance measure is found for each algorithm then it will be forced to a barplot. default = "boxplot", unless data is unsupported. |
Zachary Davies, Boris Guennewig
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