Changelog

Source: NEWS.md

mlr3measures 0.5.0

CRAN release: 2022-08-05

• Added some observation-wise loss functions: ae(), ape(), se(), sle(), and zero_one(),

mlr3measures 0.4.1

CRAN release: 2022-01-13

• Calculation of fbeta is now more numerically more stable.
• Improved documentation.

mlr3measures 0.4.0

CRAN release: 2021-09-26

• New measures to calculate set similarities: jaccard and phi.
• Many measures now support sample weights. Supported measures have $sample_weights set to TRUE in the measures environment.

mlr3measures 0.3.1

CRAN release: 2021-01-06

• Fix edge case for msle and rmsle.

mlr3measures 0.3.0

CRAN release: 2020-10-05

• New measure prauc (area under precision-recall curve) (#22) implemented in package PRROC.
• Removed dependency on orphaned package bibtex.

mlr3measures 0.2.0

CRAN release: 2020-06-27

• New measures: mauc_au1p, mauc_au1u, mauc_aunp, and mauc_aunu.
• Fixed noLD check warnings.

mlr3measures 0.1.3

CRAN release: 2020-04-01

• Added a packageStartupMessage() advising against attaching this package.
• Added new measure bbrier (binary Brier Score).
• Added new measure mbrier (multi-class Brier Score).
• Improved numerical stability for measure mcc.

mlr3measures 0.1.2

CRAN release: 2020-03-04

• Fixed integer overflows in auc, dor and mcc.

mlr3measures 0.1.1

CRAN release: 2019-11-05

• Added new measure bacc (Balanced Accuracy).
• Fixed some tests which stochastically failed.
• The name of the measure is now also stored in the meta data.

mlr3measures 0.1.0

CRAN release: 2019-10-28

Initial release.