movieROC

Visualizing the Decision Rules Underlying Binary Classification

CRAN Package

Visualization of decision rules for binary classification and Receiver Operating Characteristic (ROC) curve estimation under different generalizations proposed in the literature: - making the classification subsets flexible to cover those scenarios where both extremes of the marker are associated with a higher risk of being positive, considering two thresholds (gROC() function); - transforming the marker by a proper function trying to improve the classification performance (hROC() function); - when dealing with multivariate markers, considering a proper transformation to univariate space trying to maximize the resulting AUC of the TPR for each FPR (multiROC() function). The classification regions behind each point of the ROC curve are displayed in both static graphics (plot_buildROC(), plot_regions() or plot_funregions() function) or videos (movieROC() function).

  • Version0.1.2
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release11/08/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 394 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
9 downloadsMar 5, 2025
6 downloadsMar 6, 2025
4 downloadsMar 7, 2025
41 downloadsMar 8, 2025
1 downloadsMar 9, 2025
6 downloadsMar 10, 2025
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5 downloadsMar 12, 2025
40 downloadsMar 13, 2025
3 downloadsMar 14, 2025
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9 downloadsMar 19, 2025
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46 downloadsMar 24, 2025
3 downloadsMar 25, 2025
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5 downloadsMar 27, 2025
48 downloadsMar 28, 2025
2 downloadsMar 29, 2025
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2 downloadsMar 31, 2025
51 downloadsApr 1, 2025
4 downloadsApr 2, 2025
6 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,814 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Feb 20, 2025 with 61 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports9 packages
  • Suggests1 package