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2478 datachecks for unknown types
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Pull Request Description
Added a datacheck that checks if the amount of unknowns per dataset isn't more than 50%.
Closes #2478
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.
Codecov Report
Merging #3692 (672f549) into main (de675e9) will decrease coverage by
0.1%. The diff coverage is76.1%.
@@ Coverage Diff @@
## main #3692 +/- ##
=======================================
- Coverage 99.7% 99.6% -0.0%
=======================================
Files 339 341 +2
Lines 34239 34284 +45
=======================================
+ Hits 34108 34142 +34
- Misses 131 142 +11
| Impacted Files | Coverage Δ | |
|---|---|---|
| .../data_checks_tests/test_unknown_type_data_check.py | 63.0% <63.0%> (ø) |
|
| evalml/data_checks/unknown_type_data_check.py | 93.8% <93.8%> (ø) |
|
| evalml/data_checks/__init__.py | 100.0% <100.0%> (ø) |
|
| evalml/data_checks/data_check_message_code.py | 100.0% <100.0%> (ø) |
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