Raise user error when any of the query instances has missing values

interpretml / DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

https://interpretml.github.io/DiCE/

MIT License

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Raise user error when any of the query instances has missing values #403

Closed gaugup closed 9 months ago

gaugup commented 9 months ago

Looks like missing values in query instances cause weird failures when attempting to do predict()/predict_proba(). Hence, asking the user to impute the values for missing values.

github-actions[bot] commented 9 months ago

Unit Test Results

288 tests ±0 278 :heavy_check_mark: ±0 4m 59s :stopwatch: +4s     1 suites ±0   10 :zzz: ±0     1 files ±0     0 :x: ±0

Results for commit 623ac9cc. ± Comparison against base commit e5d2e279.

:recycle: This comment has been updated with latest results.

codecov-commenter commented 9 months ago

Codecov Report

Patch coverage is 100.00% of modified lines.

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Files Changed	Coverage
dice_ml/explainer_interfaces/explainer_base.py	`100.00%`

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