stripGlmModel: Strip a fitted GLM model
In DoktorMike/datools: A set of useful tools for machine learning consulting using R
Description
Usage
Arguments
Value
Examples
Description
Reduce the size of a fitted GLM model by a massive factor. This is crucial in
deploying R in production settings as the standard GLM is way to liberal with
storing stuff we don't need for prediction.
Usage
1
Arguments
a
the glm model object to strip
Value
a stripped GLM model
Examples
1
2
3
4
5
mylm <- glm(dist ~ speed, data = cars)
print(object.size(mylm))
mylm <- stripGlmModel(mylm)
print(object.size(mylm))
print(predict(mylm, cars))
DoktorMike/datools documentation built on Feb. 28, 2021, 8:39 a.m.
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Description Usage Arguments Value Examples
Description
Reduce the size of a fitted GLM model by a massive factor. This is crucial in deploying R in production settings as the standard GLM is way to liberal with storing stuff we don't need for prediction.
Usage
1 |
Arguments
a |
the glm model object to strip |
Value
a stripped GLM model
Examples
1 2 3 4 5 | mylm <- glm(dist ~ speed, data = cars)
print(object.size(mylm))
mylm <- stripGlmModel(mylm)
print(object.size(mylm))
print(predict(mylm, cars))
|
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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