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1521 RMSLE MSLE MAPE Primary Objective#1574

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ParthivNaresh merged 51 commits intomainfrom
1521-RMSLE-MSLE-MAPE-primary-objective
Jan 6, 2021
Merged

1521 RMSLE MSLE MAPE Primary Objective#1574
ParthivNaresh merged 51 commits intomainfrom
1521-RMSLE-MSLE-MAPE-primary-objective

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@ParthivNaresh
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Fixes #1521


After creating the pull request: in order to pass the release_notes_updated check you will need to update the "Future Release" section of docs/source/release_notes.rst to include this pull request by adding :pr:123.

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codecov Bot commented Dec 17, 2020

Codecov Report

Merging #1574 (ff490af) into main (584a00e) will increase coverage by 0.1%.
The diff coverage is 100.0%.

Impacted file tree graph

@@            Coverage Diff            @@
##             main    #1574     +/-   ##
=========================================
+ Coverage   100.0%   100.0%   +0.1%     
=========================================
  Files         240      240             
  Lines       18287    18390    +103     
=========================================
+ Hits        18279    18382    +103     
  Misses          8        8             
Impacted Files Coverage Δ
evalml/data_checks/data_check.py 100.0% <ø> (ø)
evalml/data_checks/data_checks.py 100.0% <ø> (ø)
evalml/objectives/utils.py 100.0% <ø> (ø)
evalml/automl/automl_search.py 99.7% <100.0%> (ø)
evalml/data_checks/data_check_message_code.py 100.0% <100.0%> (ø)
evalml/data_checks/default_data_checks.py 100.0% <100.0%> (ø)
evalml/data_checks/invalid_targets_data_check.py 100.0% <100.0%> (ø)
evalml/objectives/objective_base.py 100.0% <100.0%> (ø)
evalml/objectives/standard_metrics.py 100.0% <100.0%> (ø)
evalml/tests/automl_tests/test_automl.py 100.0% <100.0%> (ø)
... and 4 more

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@ParthivNaresh ParthivNaresh marked this pull request as ready for review December 28, 2020 15:39
@ParthivNaresh ParthivNaresh requested review from angela97lin, dsherry and freddyaboulton and removed request for dsherry December 28, 2020 17:30
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@freddyaboulton freddyaboulton left a comment

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@ParthivNaresh Looks good! I have some small suggestions/comments :)

Comment thread evalml/tests/data_checks_tests/test_invalid_targets_data_check.py Outdated
Comment thread evalml/tests/data_checks_tests/test_invalid_targets_data_check.py
Comment thread evalml/data_checks/invalid_targets_data_check.py
Comment thread evalml/tests/automl_tests/test_automl.py
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@dsherry dsherry left a comment

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@ParthivNaresh looks great! I left one suggestion and one question about a related issue.

Comment thread evalml/data_checks/invalid_targets_data_check.py
Comment thread evalml/data_checks/invalid_targets_data_check.py Outdated
@ParthivNaresh ParthivNaresh linked an issue Jan 5, 2021 that may be closed by this pull request
Comment thread evalml/objectives/objective_base.py Outdated
@ParthivNaresh ParthivNaresh merged commit 2cd11f6 into main Jan 6, 2021
@bchen1116 bchen1116 mentioned this pull request Jan 26, 2021
@freddyaboulton freddyaboulton deleted the 1521-RMSLE-MSLE-MAPE-primary-objective branch May 13, 2022 15:17
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Successfully merging this pull request may close these issues.

Allow RMSLE, MSLE, MAPE as the primary objective when the target supports it Add data check to check for negative target values

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