LassoDeployment         Deploy a production-ready predictive Lasso
                        model
LassoDevelopment        Compare predictive models, created on your data
LinearMixedModelDeployment
                        Deploy a production-ready predictive Random
                        Forest model
LinearMixedModelDevelopment
                        Compare predictive models, created on your data
RandomForestDeployment
                        Deploy a production-ready predictive
                        RandomForest model
RandomForestDevelopment
                        Compare predictive models, created on your data
RiskAdjustedComparisons
                        Make risk adjusted comparisons between
                        groups/units or years/months
SupervisedModelDeployment
                        Deploy predictive models, created on your data
SupervisedModelDeploymentParams
                        SupervisedModelDeploymentParams class to set up
                        parameters required to build
                        SupervisedModelDeployment class
SupervisedModelDevelopment
                        Compare predictive models, created on your data
SupervisedModelDevelopmentParams
                        SupervisedModelDevelopmentParams class to set
                        up parameters required to build SupervisedModel
                        classes
calculateAllCorrelations
                        Correlation analysis on an input table over all
                        numeric columns
calculatePerformance    Generate performance metrics after model has
                        been trained
calculateSDChanges      Calculate std deviation up/down for each
                        numeric field in row
calculateTargetedCorrelations
                        Correlation analysis on an input table,
                        focusing on one target variable
calulcateAlternatePredictions
                        Recalculate predicted value based on alternate
                        scenarios
convertDateTimeColToDummies
                        Convert datetime column into dummy columns
countDaysSinceFirstDate
                        Creates column based on days since first date
countPercentEmpty       Calculates percentage of each column in df that
                        is NULL (NA)
findBestAlternateScenarios
                        Find most biggest drop in predictive
                        probability across alternate features
findTrends              Find any columns that have a trend above a
                        particular threshold
generateAUC             Generate ROC curve for a dataset.
groupedLOCF             Last observation carried forward
healthcareai            healthcareai: a streamlined way to develop and
                        deploy models
imputeColumn            Perform imputation on a vector
initializeParamsForTesting
                        Function to initialize and populate the
                        SupervisedModelDevelopmentParams each time a
                        unit test is run.
isBinary                Check if a vector has only two unique values.
orderByDate             Order the rows in a data frame by date
plotPRCurve             Plot PR Curves from SupervisedModel classes
plotROCs                Plot ROCs from SupervisedModel classes
removeColsWithAllSameValue
                        Remove columns from a data frame when those
                        columns have the same values in each row
removeRowsWithNAInSpecCol
                        Remove rows where specified col is NA
returnColsWithMoreThanFiftyCategories
                        Return vector of columns in a data frame with
                        greater than 50 categories
selectData              Pull data into R via an ODBC connection
writeData               Write data to database
