tidypredict

tidypredict-package

<img src="figures/logo.png?package=tidypredict&version=1.1.0" style="float: right" alt="logo" width="120">
It parses a fitted 'R' model object, and returns a formula in 'Tidy Eval' code that calculates the predictions. It works with several databases back-ends because it leverages 'dplyr' and 'dbplyr' for the final 'SQL' translation of the algorithm. It currently supports lm(), glm(), randomForest(), ranger(), rpart(), earth(), xgb.Booster.complete(), lgb.Booster(), catboost.Model(), cubist(), and ctree() models.

internal

It parses a fitted 'R' model object, and returns a formula in
'Tidy Eval' code that calculates the predictions.  It works with
several databases back-ends because it leverages 'dplyr' and 'dbplyr'
for the final 'SQL' translation of the algorithm. It currently
supports lm(), glm(), randomForest(), ranger(), rpart(), earth(),
xgb.Booster.complete(), lgb.Booster(), catboost.Model(), cubist(), and
ctree() models.

Emil Hvitfeldt

Run Predictions Inside the Database

Edgar Ruiz

Max Kuhn

tidypredict-package function

Maintainer: Emil Hvitfeldt <a href="/link/emil.hvitfeldt%40posit.co?package=tidypredict&version=1.1.0" data-mini-rdoc="tidypredict::emil.hvitfeldt@posit.co">emil.hvitfeldt@posit.co</a>
Authors:<ul>
<li>Edgar Ruiz <a href="/link/edgar%40posit.co?package=tidypredict&version=1.1.0" data-mini-rdoc="tidypredict::edgar@posit.co">edgar@posit.co</a></li>
<li>Max Kuhn <a href="/link/max%40posit.co?package=tidypredict&version=1.1.0" data-mini-rdoc="tidypredict::max@posit.co">max@posit.co</a></li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
It parses a fitted 'R' model object, and returns a formula in 'Tidy Eval' code that calculates the predictions. It works with several databases back-ends because it leverages 'dplyr' and 'dbplyr' for the final 'SQL' translation of the algorithm. It currently supports lm(), glm(), randomForest(), ranger(), rpart(), earth(), xgb.Booster.complete(), lgb.Booster(), catboost.Model(), cubist(), and ctree() models.

tidypredict: Run Predictions Inside the Database — tidypredict-package

Maintainer: Emil Hvitfeldt <a href='mailto:emil.hvitfeldt@posit.co'>emil.hvitfeldt@posit.co</a>
Authors:<ul>
<li>Edgar Ruiz <a href='mailto:edgar@posit.co'>edgar@posit.co</a></li>
<li>Max Kuhn <a href='mailto:max@posit.co'>max@posit.co</a></li>
</ul>

tidypredict-package: tidypredict: Run Predictions Inside the Database

Description

Arguments

Author

See Also