Description Usage Arguments Value Examples
Wrapper function for generating bar plots for each classifiers for each of the seven evaluation measures.
1 | getBarPlots(evalMeasuresDF, emNames = "All")
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evalMeasuresDF |
A dataframe with the following columns: Model, RepNum, Pass_FScore, Pass_Recall, Pass_Precision, Fail_FScore, Fail_Recall, Fail_Precision, and Accuracy. The rows of the dataframe will correspond to the results of a particular model and a particular round of cross-validation. |
emNames |
A list of names of the evaluation measures to visualize. Accepts the following: Pass_FScore, Pass_Recall, Pass_Precision, Fail_FScore, Fail_Recall, Fail_Precision, and Accuracy. Default is "All". |
A list of up to seven bar plots (one for each evaluation measure).
1 2 | # Create a list of bar plots for each evaluation measure
makeBarPlots(evalMeasuresDF = test_evalMeasures)
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