mlearning

Machine Learning Algorithms with Unified Interface and Confusion Matrices

CRAN Package

A unified interface is provided to various machine learning algorithms like linear or quadratic discriminant analysis, k-nearest neighbors, random forest, support vector machine, ... It allows to train, test, and apply cross-validation using similar functions and function arguments with a minimalist and clean, formula-based interface. Missing data are processed the same way as base and stats R functions for all algorithms, both in training and testing. Confusion matrices are also provided with a rich set of metrics calculated and a few specific plots.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 237 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 3 times.

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

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 3,351 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 Sep 11, 2024 with 37 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

  • Imports7 packages
  • Suggests6 packages
  • Reverse Depends1 package