fit_itr: Estimate ITR for Single Outcome
In evalITR: Evaluating Individualized Treatment Rules
fit_itr R Documentation
Estimate ITR for Single Outcome
Description
Estimate ITR for Single Outcome
Usage
fit_itr(data, algorithms, params, folds, budget, user_model, ...)
Arguments
data
A dataset.
algorithms
Machine learning algorithms.
params
A list of parameters.
folds
Number of folds.
budget
The maximum percentage of population that can be treated under the budget constraint.
user_model
User's own function to estimated the ITR.
...
Additional arguments passed to caret::train
Value
A list of estimates.
evalITR documentation built on Aug. 26, 2023, 1:08 a.m.
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| fit_itr | R Documentation |
Estimate ITR for Single Outcome
Description
Estimate ITR for Single Outcome
Usage
fit_itr(data, algorithms, params, folds, budget, user_model, ...)
Arguments
data |
A dataset. |
algorithms |
Machine learning algorithms. |
params |
A list of parameters. |
folds |
Number of folds. |
budget |
The maximum percentage of population that can be treated under the budget constraint. |
user_model |
User's own function to estimated the ITR. |
... |
Additional arguments passed to |
Value
A list of estimates.
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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