cvotu: Cross validation of OTUs
In yewei369/clotu: Classification of OTUs
Description
Usage
Arguments
Value
Description
Implement cross valildation and record the validation error for each iteration and lambda
Usage
1
Arguments
da,
dataset
...,
mean values by esti.mode=2, available only when esti.mode=2
lambda,
the range of lambda for cross validation, default value of seq(0.001,0.3,by=0.01)
nfold,
number of folds for cross validation, default value of 6
esti.mode,
digits for covariance estimating method, 0 for Kaul's method, 1/2/3 for Jun Li's 1st/2nd/3rd method
Value
the validation error for each iteration and lambda
yewei369/clotu documentation built on Dec. 23, 2021, 7:19 p.m.
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Description Usage Arguments Value
Description
Implement cross valildation and record the validation error for each iteration and lambda
Usage
1 |
Arguments
da, |
dataset |
..., |
mean values by esti.mode=2, available only when esti.mode=2 |
lambda, |
the range of lambda for cross validation, default value of seq(0.001,0.3,by=0.01) |
nfold, |
number of folds for cross validation, default value of 6 |
esti.mode, |
digits for covariance estimating method, 0 for Kaul's method, 1/2/3 for Jun Li's 1st/2nd/3rd method |
Value
the validation error for each iteration and lambda
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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