All functions

cutpoints()

Obtaining the cutpoints and / or regroupments of a discretization.

discretize()

Prediction on a raw test set of the best logistic regression model on discretized / grouped data.

glmdisc-class

Class glmdisc

glmdisc-package

glmdisc: A package for discretizing continuous features, grouping categorical features' values and optimizing it for logistic regression.

glmdisc()

Model-based multivariate discretization for logistic regression.

normalizedGini()

Calculating the normalized Gini index

plot.glmdisc() plot(<glmdisc>,<missing>)

Plots for the discretized / grouped data.

predict() predict.glmdisc()

Prediction on a raw test set of the best logistic regression model on discretized data.

predictlogisticRegression()

Predicting using a logistic regression fitted with RCpp::fast_LR.