read_result

Reconstruct the report's classes from the supplied schema and defaults
artifacts. Parsing does not open referenced files. With <code>load_data = TRUE</code>,
verify file integrity and dimensions, then validate the materialized values.
Native fitted objects are not restored.

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

read_result function

<dl><dt>file</dt>
<dd>Character: Result JSON path.</dd>
<dt>registry</dt>
<dd>Character: Local registry directory containing versioned
schema documents and <code>defaults/v1/defaults.json</code>.</dd>
<dt>load_data</dt>
<dd>Logical: Materialize Parquet references.</dd></dl>

Arguments

Read a portable result from a local schema registry — read_result

<dl>

<dt>file</dt>
<dd>Character: Result JSON path.</dd>


<dt>registry</dt>
<dd>Character: Local registry directory containing versioned
schema documents and <code>defaults/v1/defaults.json</code>.</dd>


<dt>load_data</dt>
<dd>Logical: Materialize Parquet references.</dd>

</dl>

read_result: Read a portable result from a local schema registry

Description

Usage

Value

Arguments

Examples