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Add SMAPE metric#4220

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remyogasawara merged 6 commits intomainfrom
4218_add_smape
Jul 5, 2023
Merged

Add SMAPE metric#4220
remyogasawara merged 6 commits intomainfrom
4218_add_smape

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@remyogasawara
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Resolves #4218

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codecov bot commented Jun 30, 2023

Codecov Report

Merging #4220 (1c529cf) into main (c30c86b) will increase coverage by 0.1%.
The diff coverage is 100.0%.

@@           Coverage Diff           @@
##            main   #4220     +/-   ##
=======================================
+ Coverage   99.7%   99.7%   +0.1%     
=======================================
  Files        349     349             
  Lines      38256   38294     +38     
=======================================
+ Hits       38136   38174     +38     
  Misses       120     120             
Impacted Files Coverage Δ
evalml/objectives/__init__.py 100.0% <ø> (ø)
evalml/objectives/standard_metrics.py 100.0% <100.0%> (ø)
...ata_checks_tests/test_invalid_target_data_check.py 100.0% <100.0%> (ø)
evalml/tests/objective_tests/test_objectives.py 100.0% <100.0%> (ø)
...lml/tests/objective_tests/test_standard_metrics.py 100.0% <100.0%> (ø)

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@eccabay eccabay left a comment

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Looks awesome! Just a few metric-specific details that should be ironed out before merge.

@remyogasawara remyogasawara requested a review from eccabay July 3, 2023 20:53
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Awesome job!

@remyogasawara remyogasawara merged commit 60db76c into main Jul 5, 2023
@remyogasawara remyogasawara deleted the 4218_add_smape branch July 5, 2023 18:03
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Time series regression: add MASE/MAPE/SMAPE as metrics

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