Run a list of predictions diagnoses

Source: R/DiagnosePlp.R

Run a list of predictions diagnoses

diagnoseMultiplePlp(
  databaseDetails = createDatabaseDetails(),
  modelDesignList = list(createModelDesign(targetId = 1, outcomeId = 2, modelSettings =
    setLassoLogisticRegression()), createModelDesign(targetId = 1, outcomeId = 3,
    modelSettings = setLassoLogisticRegression())),
  cohortDefinitions = NULL,
  logSettings = createLogSettings(verbosity = "DEBUG", timeStamp = T, logName =
    "diagnosePlp Log"),
  saveDirectory = getwd()
)

Arguments

databaseDetails

The database settings created using createDatabaseDetails()

modelDesignList

A list of model designs created using createModelDesign()

cohortDefinitions

A list of cohort definitions for the target and outcome cohorts

logSettings

The setting spexcifying the logging for the analyses created using createLogSettings()

saveDirectory

Name of the folder where all the outputs will written to.

Value

A data frame with the following columns:

analysisIdThe unique identifier for a set of analysis choices.
targetIdThe ID of the target cohort populations.
outcomeIdThe ID of the outcomeId.
dataLocationThe location where the plpData was saved
the settings idsThe ids for all other settings used for model development.

Details

This function will run all specified prediction design diagnoses as defined using .