f2c2a692e1
drop deprecated fbeta metrics ( #5322 )
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* drop deprecated fbeta metrics
* flake8
* imports
* chlog
2021-01-02 00:49:23 +00:00
2d54116baa
annotat unused vars ( #5017 )
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* annotate all unused vars
* rank_zero_warn
* Apply suggestions from code review
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* f1 fixed
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2020-12-19 13:53:06 +01:00
b5a2afd232
Remove beta arg from F1 class and functional ( #5076 )
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* remove beta from F1
* remove from functional
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
2020-12-12 15:14:17 +08:00
0de43d1cb6
Fix docs metrics formatting ( #5077 )
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* fix functional f1 fbeta formatting
* Update f_beta.py
* remove line breaks
* Update f_beta.py
add line breaks and pad
* pad linea breaks with 2 spaces instead of tab
2020-12-12 14:23:55 +08:00
1e501f0f40
add back compatibility for deprecated metrics 2/n ( #5068 )
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* add back compatibility for deprecated metrics
* fix
* imports
* imports
2020-12-11 22:56:19 +01:00
bf7c28cd54
[Metrics] PrecisionRecallCurve, ROC and AveragePrecision class interface ( #4549 )
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* initial changes
* remove old
* init files
* add average precision
* add precision_recall_curve
* add roc
* cleaning
* docs
* pep8
* docs
* pep8
* changelog
* examples prune duplicate roc
* format
* imports
* fix
* format
* flake8
* duplicate
* fix
* flake8
* docs
* docs
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Nicki Skafte <nugginea@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2020-12-04 22:42:23 +01:00
f2fa3c8256
Add formulas and references to metrics docs ( #4823 )
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* precision
* precision
* recall
* f beta
* confusion matrix
* mse
* mae
* msle
* expalained variance
* psnr
* ssim
* text fp fn tp
* accuracy
* wiki -> sklearn for confusion metrix link
* confusion matrix logging note
Co-authored-by: Roger Shieh <sh.rog@protonmail.ch>
2020-11-25 09:05:30 +01:00
6831ba9aa0
[Metrics] Unification of FBeta ( #4656 )
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* implementation
* init files
* more stable reduction
* add tests
* docs
* remove old implementation
* pep8
* changelog
* Apply suggestions from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Nicki Skafte <nugginea@gmail.com>
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2020-11-23 09:44:35 +01:00
5d1583d7f2
Corrected f_beta computation ( #4183 )
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* Update f_beta.py
Added METRIC_EPS in the denominator to avoid nan values in f_beta score.
* Update f_beta.py
Made changes flake8 compliant
* Update f_beta.py
Makes use of class_reduce for macro f_beta computation to avoid nans
* Update f_beta.py
Made flake8 compliant
* Corrected F beta computation
* Removed offset to make the computation precise
2020-10-21 10:52:04 +02:00
09c2020a93
notices ( #4118 )
2020-10-13 07:18:07 -04:00
ae8772490d
classification metrics ( #4043 )
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* docs + precision + recall + f_beta + refactor
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* rebase
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* fixes
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* added missing file
* docs
* docs
* extra import
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
2020-10-10 12:31:00 -04:00
Jirka Borovec