abodOutlier

Angle-Based Outlier Detection

CRAN Package

Performs angle-based outlier detection on a given dataframe. Three methods are available, a full but slow implementation using all the data that has cubic complexity, a fully randomized one which is way more efficient and another using k-nearest neighbours. These algorithms are specially well suited for high dimensional data outlier detection.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 276 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.

Sun
Mon
Tue
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Thu
Fri
Sat
0 downloadsFeb 23, 2025
0 downloadsFeb 24, 2025
0 downloadsFeb 25, 2025
25 downloadsFeb 26, 2025
13 downloadsFeb 27, 2025
6 downloadsFeb 28, 2025
14 downloadsMar 1, 2025
5 downloadsMar 2, 2025
11 downloadsMar 3, 2025
12 downloadsMar 4, 2025
13 downloadsMar 5, 2025
7 downloadsMar 6, 2025
13 downloadsMar 7, 2025
2 downloadsMar 8, 2025
4 downloadsMar 9, 2025
7 downloadsMar 10, 2025
9 downloadsMar 11, 2025
7 downloadsMar 12, 2025
8 downloadsMar 13, 2025
10 downloadsMar 14, 2025
6 downloadsMar 15, 2025
7 downloadsMar 16, 2025
7 downloadsMar 17, 2025
8 downloadsMar 18, 2025
8 downloadsMar 19, 2025
18 downloadsMar 20, 2025
8 downloadsMar 21, 2025
6 downloadsMar 22, 2025
13 downloadsMar 23, 2025
5 downloadsMar 24, 2025
5 downloadsMar 25, 2025
13 downloadsMar 26, 2025
6 downloadsMar 27, 2025
0 downloadsMar 28, 2025
0 downloadsMar 29, 2025
2
25

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 3,410 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Aug 05, 2024 with 124 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

  • Depends1 package