Thresholdout: Thresholdout
In yanyachen/rThresholdout: Thresholdout Algorithm
Description
Usage
Format
Methods
Actives
Examples
Description
Create Thresholdout object for adaptive data analysis and holdout reuse.
Usage
1
Format
An object of class R6ClassGenerator of length 24.
Methods
$new(Threshold, Sigma, Budget)Creates a new Thresholdout object.
$query(train_val, holdout_val)Sends a query to the holdout dataset.
Actives
$Thresholdgets the Threshold value.
$Sigmagets the Sigma value.
$Budgetgets the remaining Budget value.
$Recordgets the Record of previous queries.
Examples
1
2
3
library(rThresholdout)
Thresholdout_Obj <- Thresholdout$new(Threshold = 0.04, Sigma = 0.01, Budget = 1000)
Thresholdout_Obj$query(train_val = c(0.06, 0.07), holdout_val = c(0.05, 0.08))
yanyachen/rThresholdout documentation built on May 4, 2019, 2:30 p.m.
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Description Usage Format Methods Actives Examples
Description
Create Thresholdout object for adaptive data analysis and holdout reuse.
Usage
1 |
Format
An object of class R6ClassGenerator of length 24.
Methods
$new(Threshold, Sigma, Budget)Creates a new
Thresholdoutobject.$query(train_val, holdout_val)Sends a query to the holdout dataset.
Actives
$Thresholdgets the Threshold value.
$Sigmagets the Sigma value.
$Budgetgets the remaining Budget value.
$Recordgets the Record of previous queries.
Examples
1 2 3 | library(rThresholdout)
Thresholdout_Obj <- Thresholdout$new(Threshold = 0.04, Sigma = 0.01, Budget = 1000)
Thresholdout_Obj$query(train_val = c(0.06, 0.07), holdout_val = c(0.05, 0.08))
|
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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