computeBayesFactor: Calculate one or more Bayes factors using a...
In Sage-Bionetworks/challengescoring: Reducing Overfitting in Challenges With the BootLadderBoot Approach
Description
Usage
Arguments
Value
Description
Calculate one or more Bayes factors using a bootstrapMetricMatrix.
Usage
1
computeBayesFactor(bootstrapMetricMatrix, refPredIndex, invertBayes)
Arguments
bootstrapMetricMatrix
An NxM matrix where M is the number of bootstraps performed and N is the number of prediction sets (output of bootstrappingMetric function).
refPredIndex
Column index of the reference prediction to calculate Bayes factor (e.g. best prediction).
invertBayes
Boolean to invert Bayes factor.
if(largerIsBetter == T & currentPred<=refPred)invertBayes = T,
if(largerIsBetter == T & currentPred>refPred)invertBayes = F,
if(largerIsBetter == F & currentPred<=refPred)invertBayes = T,
if(largerIsBetter == F & currentPred>refPred)invertBayes = F
Value
A matrix of Bayes factors.
Sage-Bionetworks/challengescoring documentation built on Sept. 28, 2020, 8:27 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value
Description
Calculate one or more Bayes factors using a bootstrapMetricMatrix.
Usage
1 | computeBayesFactor(bootstrapMetricMatrix, refPredIndex, invertBayes)
|
Arguments
bootstrapMetricMatrix |
An NxM matrix where M is the number of bootstraps performed and N is the number of prediction sets (output of bootstrappingMetric function). |
refPredIndex |
Column index of the reference prediction to calculate Bayes factor (e.g. best prediction). |
invertBayes |
Boolean to invert Bayes factor. if(largerIsBetter == T & currentPred<=refPred)invertBayes = T, if(largerIsBetter == T & currentPred>refPred)invertBayes = F, if(largerIsBetter == F & currentPred<=refPred)invertBayes = T, if(largerIsBetter == F & currentPred>refPred)invertBayes = F |
Value
A matrix of Bayes factors.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.