print_model_summary_pro

Formatted console output of model performance.

Provides a framework to build and evaluate diagnosis or
prognosis models using stacking, voting, and bagging ensemble
techniques with various base learners. The package also includes
tools for visualization and interpretation of models. The development
version of the package is available on 'GitHub' at
<https://github.com/xiaojie0519/E2E>. The methods
are based on the foundational work of Breiman (1996) <doi:10.1007/BF00058655>
on bagging and Wolpert (1992) <doi:10.1016/S0893-6080(05)80023-1>
on stacking.

Shanjie Luan

Ensemble Learning Framework for Diagnostic and Prognostic
Modeling

print_model_summary_pro function

<dl><dt>model_name</dt>
<dd>Name of the model.</dd>
<dt>results_list</dt>
<dd>Result object containing <code>evaluation_metrics</code>.</dd></dl>

Arguments

Print Prognostic Model Summary — print_model_summary_pro

<dl>

<dt>model_name</dt>
<dd>Name of the model.</dd>


<dt>results_list</dt>
<dd>Result object containing <code>evaluation_metrics</code>.</dd>

</dl>

print_model_summary_pro: Print Prognostic Model Summary

Description

Usage

Arguments