encapsulate_path

<p>This function is used to encapsulate paths to allow for behaviour switches.
One use is for example when plotting. The plot_all method will encapsulate a
path so that plots may be saved to a directory structure. Other plot methods,
e.g. plot_model_performance do not encapsulate a path, and if the user calls
these functions directly, the plot may be written to the provided path
instead of a directory structure.</p>

internal

Single unified interface for end-to-end modelling of regression,
categorical and time-to-event (survival) outcomes. Models created using
familiar are self-containing, and their use does not require additional
information such as baseline survival, feature clustering, or feature
transformation and normalisation parameters. Model performance,
calibration, risk group stratification, (permutation) variable importance,
individual conditional expectation, partial dependence, and more, are
assessed automatically as part of the evaluation process and exported in
tabular format and plotted, and may also be computed manually using export
and plot functions. Where possible, metrics and values obtained during the
evaluation process come with confidence intervals.

Alex Zwanenburg

familiar

End-to-End Automated Machine Learning and Model Evaluation

Steffen Löck

Stefan Leger

Iram Shahzadi

Asier Rabasco Meneghetti

Sebastian Starke

Technische Universität Dresden 

German Cancer Research Center (DKFZ) 

encapsulate_path function

Encapsulate path — encapsulate_path

Encapsulate path

encapsulate_path: Encapsulate path

Description

Usage

Arguments

Value