AUC: Area under ROC curve

In computational-metabolomics/structtoolbox: Data processing & analysis tools for Metabolomics and other omics

Area under ROC curve

Description

The area under the ROC curve of a classifier is estimated using the trapezoid method.

Usage

AUC(...)

Arguments

...	Additional slots and values passed to struct_class.

Value

A AUC object. This object has no output slots.

Inheritance

A AUC object inherits the following struct classes:

⁠[AUC]⁠ >> ⁠[metric]⁠ >> ⁠[struct_class]⁠

Examples

M = AUC()

D = iris_DatasetExperiment()
XCV = kfold_xval(folds=5,factor_name='Species') *
      (mean_centre() + PLSDA(number_components=2,factor_name='Species'))
MET = AUC()
XCV = run(XCV,D,MET)

computational-metabolomics/structtoolbox documentation built on July 2, 2024, 10:46 p.m.