geval/CHANGELOG.md

1.40.4.0 (2021-07-23)

Fixes:

• Fix inconsistencies in handling probabilities in MultiLabel-F-score
• Plot calibration graphs for Probabilities-MultiLabel-F-score
• Improve diagnostics for unknown or broken metric definitions

1.40.3.0

Fix:

• Properly validate the train set

1.40.2.0

Enhancements:

• Matching specifications (e.g. fuzzy matching) can be used for Accuracy

1.40.1.0

Improvements:

• Handle DOS/Windows end-of-lines

1.40.0.0

New features:

• Add BIO-Weighted-F1 metric
• Handle filter & match combination of flags properly

1.39.0.0

New features:

• Add Haversine metric for distance on a sphere

1.38.0.0

New features:

• Add CER (Character-Error Rate) metric
• Spaces can be escaped with backslashes in configuration files

1.37.0.0

New features:

• Add --select-metric to select metric(s) by name (useful when you have a complicated configuration with a large number of metrics, and you want to see the result only for a specific metric, especially in --line-by-line or --worst-features more)
• Add --show-preprocessed so that in --line-by-line or similar modes you will be shown the results after the proprocessing
• --validate checks whether at least one metric is of priority 1

Bug fixes:

• Fix handling MultiLabel-F1 in --line-by-line mode when used with flags

1.36.1.0

• Add "c" and "t" flags

1.36.0.0

• Add fuzzy matching for MultiLabel-F1

1.35.0.0

• Add simple "mix" ensembling

1.34.0.0

• Add filtering (f<...> op for metrics)

1.33.0.0

• Handle headers in TSV files

1.32.2.0

• Fix bug in cross-tabs

1.32.0.0

• Add option to mark worst features

1.31.0.0

• Fix validation of challenges with Bootstrap resampling

1.30.0.0

• Automatically set precision when in Bootstrap mode

1.29.0.0

• Bootstrap resampling for most metrics

1.28.0.0

• Add s flag for substitution

1.27.0.0

• Results are formatted in cross-tables (if possible)

1.26.0.0

• Change the meaning of WER (WER is calculated for the whole set now
  • similar to the way BLEU is calculated)
• Use Mean/WER if you want the old meaning (average of per-item results)

1.25.0.0

• Add --oracle-item-based

1.24.0.0

• Introduce metric priorities
• Use "Cartesian" strings in metrics

1.23.0.0

• New style of train data is preferred
  • in.tsv and expected.tsv instead of train.tsv
  • though this is not required as sometimes training data look different than test data
  • --validate option was changed accordingly

1.22.1.0

• Add "Mean/" meta-metric (for the time being working only with MultiLabel-F-measure)
• Add :S flag

1.22.0.0

• Add SegmentAccuracy

1.21.0.0

• Add Probabilistic-MultiLabel-F-measure

1.20.1.0

• Fix Soft2D-F1 metric
• Check for invalid rectangles in Soft2D-F1 metric

1.20.0.0

• Add --list-metrics options
• Add Soft2D-F1 metric.

1.19.0.0

• Fully static build
• Add preprocessing options for metrics

1.18.2.0

• During validation, check the number of columns
• During validation, check the number of lines
• Validate train files

1.18.1.0

• During validation, check whether the maximum values is obtained with the expected data

1.18.0.0

• Add --validate option

1.17.0.0

• Add Probabilistic-Soft-F-score

1.16.0.0

• Handle JSONL files (only for MultiLabel-F-score)
• Fix SMAPE metric

1.0.0.1

• Added --version, -v options handling