GB5mcPred

Gradient Boosting Algorithm for Predicting Methylation States

CRAN Package

DNA methylation of 5-methylcytosine (5mC) is the result of a multi-step, enzyme-dependent process. Predicting these sites in-vitro is laborious, time consuming as well as costly. This ' Gb5mC-Pred ' package is an in-silico pipeline for predicting DNA sequences containing the 5mC sites. It uses a machine learning approach which uses Stochastic Gradient Boosting approach for prediction of the sequences with 5mC sites. This package has been developed by using the concept of Navarez and Roxas (2022) doi:10.1109/TCBB.2021.3082184.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release07/11/2023

Team


Insights

Last 30 days

This package has been downloaded 194 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

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0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
7 downloadsMar 15, 2025
3 downloadsMar 16, 2025
11 downloadsMar 17, 2025
2 downloadsMar 18, 2025
4 downloadsMar 19, 2025
12 downloadsMar 20, 2025
7 downloadsMar 21, 2025
5 downloadsMar 22, 2025
7 downloadsMar 23, 2025
5 downloadsMar 24, 2025
4 downloadsMar 25, 2025
4 downloadsMar 26, 2025
8 downloadsMar 27, 2025
3 downloadsMar 28, 2025
1 downloadsMar 29, 2025
7 downloadsMar 30, 2025
3 downloadsMar 31, 2025
8 downloadsApr 1, 2025
10 downloadsApr 2, 2025
3 downloadsApr 3, 2025
3 downloadsApr 4, 2025
5 downloadsApr 5, 2025
8 downloadsApr 6, 2025
16 downloadsApr 7, 2025
6 downloadsApr 8, 2025
9 downloadsApr 9, 2025
3 downloadsApr 10, 2025
10 downloadsApr 11, 2025
16 downloadsApr 12, 2025
4 downloadsApr 13, 2025
0 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
1
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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 2,176 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 Aug 07, 2024 with 28 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

  • Imports16 packages
  • Suggests1 package