glmtree

Logistic Regression Trees

CRAN Package

A logistic regression tree is a decision tree with logistic regressions at its leaves. A particular stochastic expectation maximization algorithm is used to draw a few good trees, that are then assessed via the user's criterion of choice among BIC / AIC / test set Gini. The formal development is given in a PhD chapter, see Ehrhardt (2019) https://github.com/adimajo/manuscrit_these/releases/.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 163 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
5 downloadsMar 3, 2025
9 downloadsMar 4, 2025
8 downloadsMar 5, 2025
4 downloadsMar 6, 2025
6 downloadsMar 7, 2025
0 downloadsMar 8, 2025
2 downloadsMar 9, 2025
3 downloadsMar 10, 2025
9 downloadsMar 11, 2025
3 downloadsMar 12, 2025
4 downloadsMar 13, 2025
4 downloadsMar 14, 2025
10 downloadsMar 15, 2025
2 downloadsMar 16, 2025
4 downloadsMar 17, 2025
8 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
12 downloadsMar 25, 2025
5 downloadsMar 26, 2025
4 downloadsMar 27, 2025
7 downloadsMar 28, 2025
1 downloadsMar 29, 2025
4 downloadsMar 30, 2025
2 downloadsMar 31, 2025
7 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
12

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 2,558 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Apr 10, 2024 with 30 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

  • Imports4 packages
  • Suggests5 packages