Extract specific results table

This function extracts the specified table

Usage

getPredictionPerformanceTable(
  connectionHandler,
  schema,
  plpTablePrefix = "plp_",
  table = "attrition",
  performanceId = NULL
)

Arguments

connectionHandler

A connection handler that connects to the database and extracts sql queries. Create a connection handler via `ResultModelManager::ConnectionHandler$new()`.

schema

The result database schema (e.g., 'main' for sqlite)

plpTablePrefix

The prefix used for the patient level prediction results tables

table

The table to extract

performanceId

(optional) restrict to the input performanceId

Value

Returns a data.frame with the specified table

Details

Specify the connectionHandler, the resultDatabaseSettings, the table of interest and (optionally) a performanceId to filter to

See also

Other Prediction: getPredictionCohorts(), getPredictionDiagnosticTable(), getPredictionDiagnostics(), getPredictionHyperParamSearch(), getPredictionIntercept(), getPredictionModelDesigns(), getPredictionPerformances(), getPredictionTopPredictors()

Examples

conDet <- getExampleConnectionDetails()

connectionHandler <- ResultModelManager::ConnectionHandler$new(conDet)
#> Connecting using SQLite driver

attrition <- getPredictionPerformanceTable(
  connectionHandler = connectionHandler, 
  schema = 'main',
  table = 'attrition'
)