Run a list of predictions analyses
runMultiplePlp(
databaseDetails = createDatabaseDetails(),
modelDesignList = list(createModelDesign(targetId = 1, outcomeId = 2, modelSettings =
setLassoLogisticRegression()), createModelDesign(targetId = 1, outcomeId = 3,
modelSettings = setLassoLogisticRegression())),
onlyFetchData = F,
cohortDefinitions = NULL,
logSettings = createLogSettings(verbosity = "DEBUG", timeStamp = T, logName =
"runPlp Log"),
saveDirectory = getwd(),
sqliteLocation = file.path(saveDirectory, "sqlite")
)Arguments
- databaseDetails
The database settings created using
createDatabaseDetails()- modelDesignList
A list of model designs created using
createModelDesign()- onlyFetchData
Only fetches and saves the data object to the output folder without running the analysis.
- cohortDefinitions
A list of cohort definitions for the target and outcome cohorts
- logSettings
The setting specifying the logging for the analyses created using
createLogSettings()- saveDirectory
Name of the folder where all the outputs will written to.
- sqliteLocation
(optional) The location of the sqlite database with the results
Value
A data frame with the following columns:
analysisId | The unique identifier for a set of analysis choices. |
targetId | The ID of the target cohort populations. |
outcomeId | The ID of the outcomeId. |
dataLocation | The location where the plpData was saved |
the settings ids | The ids for all other settings used for model development. |
Details
This function will run all specified predictions as defined using .