complete_results

Enables simultaneous statistical inference for the accuracy of multiple classifiers in multiple subgroups (strata). For instance, allows to perform multiple comparisons in diagnostic accuracy studies with co-primary endpoints sensitivity and specificity. (Westphal, Max, and Antonia Zapf. (2021). "Statistical Inference for Diagnostic Test Accuracy Studies with Multiple Comparisons." <arXiv:2105.13469>.)

Max Westphal

cases

Stratified Evaluation of Subgroup Classification Accuracy

complete_results function

<dl><dt>results</dt>
<dd>"cases_results" object, i.e. result of evaluate</dd>
<dt>benchmark</dt>
<dd>numeric, vector of benchmark values</dd>
<dt>alpha</dt>
<dd>numeric, significance level</dd>
<dt>analysis</dt>
<dd>character, either "co-primary" or "full"</dd></dl>

Arguments

Complete evaluation results — complete_results

<dl>

<dt>results</dt>
<dd>"cases_results" object, i.e. result of evaluate</dd>


<dt>benchmark</dt>
<dd>numeric, vector of benchmark values</dd>


<dt>alpha</dt>
<dd>numeric, significance level</dd>


<dt>analysis</dt>
<dd>character, either "co-primary" or "full"</dd>

</dl>

complete_results: Complete evaluation results

Description

Usage

Value

Arguments

Details