computeGridPerformance {PatientLevelPrediction} | R Documentation |
Computes grid performance with a specified performance function
Description
Computes grid performance with a specified performance function
Usage
computeGridPerformance(prediction, param, performanceFunct = "computeAuc")
Arguments
prediction |
a dataframe with predictions and outcomeCount per rowId |
param |
a list of hyperparameters |
performanceFunct |
a string specifying which performance function to use
. Default |
Value
A list with overview of the performance
Examples
prediction <- data.frame(rowId = c(1, 2, 3, 4, 5),
outcomeCount = c(0, 1, 0, 1, 0),
value = c(0.1, 0.9, 0.2, 0.8, 0.3),
index = c(1, 1, 1, 1, 1))
param <- list(hyperParam1 = 5, hyperParam2 = 100)
computeGridPerformance(prediction, param, performanceFunct = "computeAuc")
[Package PatientLevelPrediction version 6.4.1 Index]