PatientLevelPrediction (version 6.4.1)

getPredictionDistribution: Calculates the prediction distribution

Description

Calculates the prediction distribution

Usage

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

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

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

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)