outliertree

Explainable Outlier Detection Through Decision Tree Conditioning

CRAN Package

Outlier detection method that flags suspicious values within observations, contrasting them against the normal values in a user-readable format, potentially describing conditions within the data that make a given outlier more rare. Full procedure is described in Cortes (2020) doi:10.48550/arXiv.2001.00636. Loosely based on the 'GritBot' https://www.rulequest.com/gritbot-info.html software.

  • Version1.10.0
  • R versionunknown
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release09/06/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 538 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
19 downloadsFeb 13, 2025
28 downloadsFeb 14, 2025
23 downloadsFeb 15, 2025
30 downloadsFeb 16, 2025
9 downloadsFeb 17, 2025
32 downloadsFeb 18, 2025
38 downloadsFeb 19, 2025
63 downloadsFeb 20, 2025
6 downloadsFeb 21, 2025
8 downloadsFeb 22, 2025
11 downloadsFeb 23, 2025
12 downloadsFeb 24, 2025
6 downloadsFeb 25, 2025
4 downloadsFeb 26, 2025
47 downloadsFeb 27, 2025
8 downloadsFeb 28, 2025
6 downloadsMar 1, 2025
14 downloadsMar 2, 2025
10 downloadsMar 3, 2025
13 downloadsMar 4, 2025
54 downloadsMar 5, 2025
8 downloadsMar 6, 2025
5 downloadsMar 7, 2025
5 downloadsMar 8, 2025
3 downloadsMar 9, 2025
34 downloadsMar 10, 2025
9 downloadsMar 11, 2025
9 downloadsMar 12, 2025
17 downloadsMar 13, 2025
7 downloadsMar 14, 2025
0 downloadsMar 15, 2025
3
63

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 6,468 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Sep 11, 2024 with 95 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


Binaries


Dependencies

  • Imports1 package
  • Suggests4 packages
  • Linking To2 packages
  • Reverse Imports2 packages
  • Reverse Suggests1 package