dobin

Dimension Reduction for Outlier Detection

CRAN Package

A dimension reduction technique for outlier detection. DOBIN: a Distance based Outlier BasIs using Neighbours, constructs a set of basis vectors for outlier detection. This is not an outlier detection method; rather it is a pre-processing method for outlier detection. It brings outliers to the fore-front using fewer basis vectors (Kandanaarachchi, Hyndman 2020) doi:10.1080/10618600.2020.1807353.

  • Version1.0.4
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release08/25/2022

Documentation


Team


Insights

Last 30 days

This package has been downloaded 203 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 5 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
5 downloadsDec 15, 2024
6 downloadsDec 16, 2024
3 downloadsDec 17, 2024
13 downloadsDec 18, 2024
13 downloadsDec 19, 2024
3 downloadsDec 20, 2024
11 downloadsDec 21, 2024
6 downloadsDec 22, 2024
3 downloadsDec 23, 2024
2 downloadsDec 24, 2024
11 downloadsDec 25, 2024
6 downloadsDec 26, 2024
6 downloadsDec 27, 2024
7 downloadsDec 28, 2024
1 downloadsDec 29, 2024
1 downloadsDec 30, 2024
2 downloadsDec 31, 2024
16 downloadsJan 1, 2025
17 downloadsJan 2, 2025
16 downloadsJan 3, 2025
10 downloadsJan 4, 2025
4 downloadsJan 5, 2025
7 downloadsJan 6, 2025
3 downloadsJan 7, 2025
11 downloadsJan 8, 2025
2 downloadsJan 9, 2025
6 downloadsJan 10, 2025
2 downloadsJan 11, 2025
5 downloadsJan 12, 2025
5 downloadsJan 13, 2025
0 downloadsJan 14, 2025
0 downloadsJan 15, 2025
0 downloadsJan 16, 2025
0 downloadsJan 17, 2025
0 downloadsJan 18, 2025
1
17

Last 365 days

This package has been downloaded 2,881 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 Jan 24, 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

  • Imports3 packages
  • Suggests4 packages