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LogisticEnsembles 1.0.0

• All features are now included and working great, this is version 1.0.0!

LogisitcEnsembles 0.9.0

• Added stratified random sampling

LogisticEnsembles 0.8.6

• Added German_Credit_Risk data set
• Added extensive documentation to the Logistic function, so it’s much easier to navigate through the code quickly.

LogisticEnsembles 0.8.5

• Added separators
• Removed five models which were returning errors

LogisticEnsembles 0.8.4

• Added remove_data_correlations_greater_than, and two ways to work with dummy variables.

LogisticEnsembles 0.8.3

• Corrected error in calculating binomial.

LogisticEnsembles 0.8.2

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):

1. Negative predictive value (free scales)
2. Negative predictive value (fixed scales)
3. Positive predictive value (free scales)
4. Positive predictive value (fixed scales)
5. F1 score, free scales
6. F1 score, fixed scales
7. False negative rate (free scales)
8. False negative rate (fixed scales)
9. False positive rate (free scales)
10. False positive rate (fixed scales)
11. True negative rate (free scales)
12. True negative rate (fixed scales)
13. True positive rate (free scales)
14. True positive rate (fixed scales)
15. Overfitting (fixed scales)
16. Variance Inflation Factor (below a level set by the user)

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.