prcbench: prcbench: A package to provide a testing workbench for...

In prcbench: Testing Workbench for Precision-Recall Curves

prcbench: A package to provide a testing workbench for precision-recall curves

Description

The prcbench package provides four categories of important functions: tool interface, test data interface, benchmarking, and curve evaluation.

Tool interface

The create_toolset function creates a common interface for five different tools that calculate Precision-Recall curves. These tools are ROCR, AUCCalculator, PerfMeas, PRROC, and precrec.

The create_usrtool function helps users to make the same interface of the predefined ones for their own tools.

Test data interface

The create_testset function creates two different types of test data sets. The first type is for benchmarking, and the second type is for curve evaluation.

The create_usrdata function helps users to make their own test data sets.

Benchmarking

The run_benchmark function takes a tool set and a test data set and run microbenchmark for them.

Curve evaluation

The run_evalcurve function takes a tool set and a test data set and evaluates the accuracy of Precision-Recall curves for them.

prcbench documentation built on March 31, 2023, 5:27 p.m.