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handwriterRF (development version)

Major changes

  • Created compare_documents() to compare two handwritten documents using either a similarity score or a score-based likelihood ratio as a comparison method.

  • Created function compare_writer_profiles() to make experiments faster on large numbers of documents compared to compare_documents(). compare_writer_profiles() calculates either a similarity score or score-based likelihood ratio for every pair of documents.

  • Created new data frames of writer profiles train, validation, and test. Created a new random_forest from train. Created ref_scores, a list of same writer and different writer similarity scores, from validation.

Minor improvements and bug fixes

  • calculate_slr() has been superseded in favor of compare_documents(), which includes the functionality of caclulate_slr() and offers additional functionality.

  • Created plot_scores() to plot histograms of the reference same writer and different writer similarity scores in random_forest$scores.

  • Deprecated get_cluster_fill_rates() in favor of handwriter::get_cluster_fill_rates().

handwriterRF 1.0.2

  • Removed quotes around "same writer" and "different writer" in documentation.

  • Removed dontrun{} from the examples for random_forest. Changed example for get_distances() to something that runs in less than 5 seconds and removed dontrun{} from this example. The examples for calculate_slr() take longer than 5 seconds to run so dontrun{} was changed to donttest{} for these examples.

handwriterRF 1.0.1

handwriterRF 1.0.0

  • Initial CRAN submission.