getPredictionDistribution: Calculates the prediction distribution

In OHDSI/PatientLevelPrediction: Develop Clinical Prediction Models Using the Common Data Model

Calculates the prediction distribution

Description

Calculates the prediction distribution

Usage

getPredictionDistribution(
  prediction,
  predictionType = "binary",
  typeColumn = "evaluation"
)

Arguments

prediction	A prediction object
predictionType	The type of prediction (binary or survival)
typeColumn	A column that is used to stratify the results

Details

Calculates the quantiles from a predition object

Value

The 0.00, 0.1, 0.25, 0.5, 0.75, 0.9, 1.00 quantile pf the prediction, the mean and standard deviation per class

Examples

prediction <- data.frame(rowId = 1:100, 
                         outcomeCount = stats::rbinom(1:100, 1, prob=0.5), 
                         value = runif(100), 
                         evaluation = rep("Train", 100))
getPredictionDistribution(prediction)

OHDSI/PatientLevelPrediction documentation built on Feb. 14, 2025, 9:44 a.m.