ClassPD: 16. Percentual Difference by Class (PDC) F1, F2 and F3
In nunompmoniz/autoresampling: Automated Resampling Strategies for Imbalanced Learning
Description
Usage
Arguments
Value
View source: R/Metafunctions.R
Description
Class-Based Percentual Differences
Applies all of the stats meta functions and calculates the percentual difference between values calculated based on the majority class and the minority class.
This is calculated as 100 * ( abs( f(X|Min) - f(X|Maj) ) / ( [ abs(f(X|Min)) + abs(f(X|Maj)) ] ) / 2 )
Usage
1
ClassPD(ds, form, numCores = 1)
Arguments
ds
A data set
form
A model formula
numCores
number of cores for parallel computing
Value
A vector of numerical values
nunompmoniz/autoresampling documentation built on April 26, 2021, 4:43 a.m.
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Description Usage Arguments Value
View source: R/Metafunctions.R
Description
Class-Based Percentual Differences Applies all of the stats meta functions and calculates the percentual difference between values calculated based on the majority class and the minority class. This is calculated as 100 * ( abs( f(X|Min) - f(X|Maj) ) / ( [ abs(f(X|Min)) + abs(f(X|Maj)) ] ) / 2 )
Usage
1 | ClassPD(ds, form, numCores = 1)
|
Arguments
ds |
A data set |
form |
A model formula |
numCores |
number of cores for parallel computing |
Value
A vector of numerical values
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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