normriskrank: Normalize ensemble risk scores to ranks and then to uniform...
In ePCR: Ensemble Penalized Cox Regression for Survival Prediction
Description
Usage
Arguments
Value
Note
Author(s)
Description
Normalize ensemble risk scores to ranks and then to uniform range
Usage
1
normriskrank(x)
Arguments
x
A list or a matrix of risk scores given per each ensemble member (each column or list member is considered an equal member of the ensemble
Value
An averaged predicted risk rank over all the ensemble members that has been normalized to the range [0,1] based on: (x - min(x)) / (max(x) - min(x)) -> [0,1]
Note
Normalizes 'predict'-function calls for PEP-objects after calling 'meanrank'-function
Author(s)
Teemu Daniel Laajala teelaa@utu.fi
ePCR documentation built on Dec. 1, 2019, 1:21 a.m.
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Description Usage Arguments Value Note Author(s)
Description
Normalize ensemble risk scores to ranks and then to uniform range
Usage
1 | normriskrank(x)
|
Arguments
x |
A list or a matrix of risk scores given per each ensemble member (each column or list member is considered an equal member of the ensemble |
Value
An averaged predicted risk rank over all the ensemble members that has been normalized to the range [0,1] based on: (x - min(x)) / (max(x) - min(x)) -> [0,1]
Note
Normalizes 'predict'-function calls for PEP-objects after calling 'meanrank'-function
Author(s)
Teemu Daniel Laajala teelaa@utu.fi
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.
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