NEWS.md

In LogisticEnsembles: Automatically Runs 36 Logistic Models (Individual and Ensembles)

LogisticEnsembles (development version)

LogisticEnsembles 0.6.0

• Added functions to allow setting a seed, so results are fully reproducible.

LogisticEnsembles 0.5.0

LogisticEnsembles 0.4.0

LogisticEnsembles 0.3.0

LogisticEnsembles 0.2.0

LogisticEnsembles 0.1.0

• Initial CRAN submission.

First release

• Added South Africa heart data as a great example!

• Added a lot of new plots to help the user choose the best possible model (or avoid models that are not good):

• Negative predictive value (free scales)
• Negative predictive value (fixed scales)
• Positive predictive value (free scales)
• Positive predictive value (fixed scales)
• F1 score, free scales
• F1 score, fixed scales
• False negative rate (free scales)
• False negative rate (fixed scales)
• False positive rate (free scales)
• False positive rate (fixed scales)
• True negative rate (free scales)
• True negative rate (fixed scales)
• True positive rate (free scales)
• True positive rate (fixed scales)
• Overfitting (fixed scales)
• Variance Inflation Factor (below a level set by the user)

LogisticEnsembles documentation built on Sept. 1, 2025, 1:09 a.m.