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Analysis

This directory contains the two R scripts used to process the results from the learning phase:

  • results.R Used to generate the following outputs:
    • Plots for the scores obtained by the classifiers according to the number of lines used for training, grouped by ratio
    • Mann-Whitney p-values and rank-biserial correlation scores obtained for the analysis of precision
    • Number of rules where the median precision of classifiers is greater than P for each size and ratio
  • stats.R Used to generate the plot of the number of non-compliant examples, with ratio, per rule.