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evabic

Evaluation of Binary Classifiers

v0.1.4 · Dec 12, 2025 · GPL-3

Description

Evaluates the performance of binary classifiers. Computes confusion measures (TP, TN, FP, FN), derived measures (TPR, FDR, accuracy, F1, DOR, ..), and area under the curve. Outputs are well suited for nested dataframes.

Downloads

CRAN

247

Last 30 days

20089th

579

Last 90 days

2.7K

Last year

Trend: +88.6% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

24

Last 90 days

108

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

2

Last 7 days

18

Last 30 days

1

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE 12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
NOTE r-devel-linux-x86_64-debian-gcc

R code for possible problems

Fatal error: cannot create 'R_TempDir'
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

1,606

Files

41

Compiled share

0%

Has compiled src

No

Language breakdown

R 620 (38.6%)Tests 486 (30.3%)Docs 500 (31.1%)

API

Exported functions

25

Internal functions

3

Recent export changes

v0.0.3+2 add_names, ebc_AUC_from_measures
v0.0.1+23 ebc_ACC, ebc_AUC, ebc_BACC +20 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.78

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

87.5%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

4

First release

2020-03-08

Latest release

2025-12-12

Avg cadence

796 days

Cold removal rate

Dep drift

0

LOC over versions

v0.0.1: 1,255 LOCv0.0.3: 1,402 LOCv0.1.1: 1,416 LOCv0.1.4: 1,606 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Version History

5 tracked
new 0.1.4 Mar 10, 2026
updated 0.1.4 ← 0.1.1 diff Dec 12, 2025
updated 0.1.1 ← 0.0.3 diff Aug 16, 2022
updated 0.0.3 ← 0.0.1 diff Jun 11, 2020
new 0.0.1 Mar 7, 2020