.list_to_Hyperparameters

Internal function used by <code>rtemis.server</code> to reconstruct a <code>Hyperparameters</code>
object from a wire-format list. Not intended for direct use by end users.

internal

Machine learning and visualization package with an 'S7' backend featuring
comprehensive type checking and validation, observable runs, and auditable outputs.
The functional API provides one-call access to supervised and unsupervised learning
through train(), cluster(), and decomp(). All configuration steps are performed using
setup functions and validated. A single call to train() can handle preprocessing,
decomposition, hyperparameter tuning, model stacking, and testing with nested resampling.
Supports 'data.frame', 'data.table', and 'tibble' inputs and parallel execution. Plot
methods for trained and resampled supervised models draw interactive figures through
'rtemis.draw'. Includes native implementations of SuperLearner, RuleFit, and Linear
Additive Trees, and supports conformal prediction. The package first appeared in
E.D. Gennatas (2017)
<https://repository.upenn.edu/entities/publication/d81892ea-3087-4b71-a6f5-739c58626d64>.

Efstathios D. Gennatas

rtemis

Schema-Driven Machine Learning and Visualization

E.D. Gennatas

.list_to_Hyperparameters function

<dl><dt>x</dt>
<dd>Named list: <code>algorithm</code> (Character: algorithm name, e.g. <code>"GLM"</code>,
<code>"Ranger"</code>) plus, as its siblings, the hyperparameter name-value pairs
passed to the corresponding <code>setup_&lt;algorithm&gt;()</code> function. A list holding
only <code>algorithm</code> is that algorithm with every default.</dd></dl>

Arguments

Author

Convert a list to a Hyperparameters object — .list_to_Hyperparameters

<dl>

<dt>x</dt>
<dd>Named list: <code>algorithm</code> (Character: algorithm name, e.g. <code>"GLM"</code>,
<code>"Ranger"</code>) plus, as its siblings, the hyperparameter name-value pairs
passed to the corresponding <code>setup_&lt;algorithm&gt;()</code> function. A list holding
only <code>algorithm</code> is that algorithm with every default.</dd>

</dl>

.list_to_Hyperparameters: Convert a list to a Hyperparameters object

Description

Usage

Value

Arguments

Author

Examples