Package: LogisticEnsembles
Type: Package
Title: Automatically Runs 18 Logistic Models-14 Individual Logistic
        Models and 4 Ensembles of Models
Version: 1.0.2.9000
Authors@R: 
    person("Russ", "Conte", , "russconte@mac.com", role = c("aut", "cre", "cph"))
Description: Automatically returns results from 18 logistic models
        including 14 individual logistic models and 4 logistic
        ensembles of models. The package also returns 25 plots, 5
        tables, and a summary report. The package automatically builds
        all 18 models, reports all results, and provides graphics to
        show how the models performed. This can be used for a wide
        range of data, such as sports or medical data. The package
        includes medical data (the Pima Indians data set), and
        information about the performance of Lebron James. The package
        can be used to analyze many other examples, such as stock
        market data. The package automatically returns many values for
        each model, such as True Positive Rate, True Negative Rate,
        False Positive Rate, False Negative Rate, Positive Predictive
        Value, Negative Predictive Value, F1 Score, Area Under the
        Curve. The package also returns 36 Receiver Operating
        Characteristic (ROC) curves for each of the 18 models.
License: MIT + file LICENSE
Depends: adabag, arm, brnn, C50, car, caret, corrplot, doParallel,
        dplyr, e1071, gam, gbm, ggplot2, ggplotify, glmnet, graphics,
        gridExtra, gt, htmltools, htmlwidgets, ipred, klaR,
        MachineShop, magrittr, mda, nnet, olsrr, parallel, pls, pROC,
        purrr, R (>= 4.1.0), randomForest, ranger, reactable, readr,
        rpart, scales, stats, tidyr, utils, vip, xgboost
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
URL: https://github.com/InfiniteCuriosity/LogisticEnsembles
BugReports: https://github.com/InfiniteCuriosity/LogisticEnsembles/issues
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libxml2-dev
        libssl-dev libnode-dev libx11-dev zlib1g-dev
Repository: https://infinitecuriosity.r-universe.dev
Date/Publication: 2026-04-01 16:55:10 UTC
RemoteUrl: https://github.com/infinitecuriosity/logisticensembles
RemoteRef: HEAD
RemoteSha: c0e1845be78fa536aa016fef86382cdeb4060411
NeedsCompilation: no
Packaged: 2026-07-04 07:12:36 UTC; root
Author: Russ Conte [aut, cre, cph]
Maintainer: Russ Conte <russconte@mac.com>