Hide features with zero importance in plot by default #413
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Codecov Report
@@ Coverage Diff @@
## master #413 +/- ##
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+ Coverage 97.37% 97.39% +0.02%
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Files 103 103
Lines 3195 3224 +29
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+ Hits 3111 3140 +29
Misses 84 84
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angela97lin
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Feb 25, 2020
* adding functionality and test * changelog and adding boolean param
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angela97lin
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Apr 3, 2020
* creating new binary / multiclass variants of pipelines, duplicating code for now * moving common fxns back to pipeline base * more moving around fxns in pipelines classes * capping xgboost * fixing typo * more cleanup, making predict_proba standard regardless of binary/multiclass * renaming other_objectives to objectives * updating score's objective parameter to calculate all objectives, not just additional * removing self.objective for scoring * removing objectives from pipeline initialization, adding objective as predict param * remove xgboost cap from branch * changelog * capping xgboost on local branch since tests timing out * cleaning up * more cleanup * reverting requirements file * adding classification pipeline subclass, cleaning up via PR comments * more cleanup for docstrings * more cleanup of changelog and comments * putting tests in subfolders and adding few more tests * Update dependencies (#412) * Update latest dependencies * Hide features with zero importance in plot by default (#413) * adding functionality and test * changelog and adding boolean param * Update dependencies check: package whitelist (#417) * Add a whitelist for update_deps check * Remove from expected * Update deps * Changelog * adding skeleton for subclasses * fixing test and linting * updating change from master * fixing fixture * cherry picked wip remove ROC and confusion matrix * fixing merge * fixing merge * cleaning up * make test use static attribute instead of instance' * deleting needs_fitting * updating code to use new objective classes, still broken * updating threshold, still need to clean up tests * comment out for now * more cleanup * cleaning up * more cleanup * still more cleanup * fixing plot unsuccessful merging * more cleanup but still some things to work out * cleaning up using multiclass objectives for binary classification problems * fixing typo with recall and cleanup * cleaning up * adding default * some more cleaning up * removing irrelevant test * forgot to add attribute, breaking things again * cleanup and change objective of test * removing objective from predict * more cleanup :d * remove unused attribute * cleaning up via comments * more comments * changelog * order of decorators changed * fixing copy and paste err * update random state for binary class pipelines * updating objective * typo * fixing? * fixing imports * fixing tests * adding objective as parameter for predict, removing for fit * cleaning up test * more fixing test * minor linting, need more to go * more cleanup * forgot to fix test * more merging :x * starting to add tuning logic to automl * changelog * cleaning up * change conditional for objective split * cleaning up docstrings * forgot to use classificationobjective class... * add additional cond * adding tests * cleanup * removing decision function for multiclass * updating via comments * removing classification_objective file * add test + more updates * use cls instead for pep8 standards * updating can_optimize to property * update score * fix tests * minor cleanup from comments * updating predict behavior * add separate objective check * fixing some merge conflicts cont * add fraud test * patching * remove old test * updating for now * add another test * add more tests * adding test structure, still need to fix * adding test * fix iloc * fix tests * fix import * fix test? * removing can_optimize_threshold * linting * update docs a little * remove accuracy * add more doc fixes * move binary and multi pipelines in api ref * revert components notebook * updating from comments * oops, fix none set * update docstring * update api ref? * addressing comments * revert and update * update docstring * updating docstrings and lint * updating unnecessary call to constructor * pushing empty commit to refresh Co-authored-by: Jeremy Shih <jeremyliweishih@gmail.com> Co-authored-by: Dylan Sherry <sharshofski@gmail.com>
angela97lin
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Apr 13, 2020
* Objectives API: Create new binary / multiclass pipeline classes and remove objectives from pipeline classes (#405) * Objectives API: Remove ROC and confusion matrix as objectives (#422) * Change `score` output to return one dictionary (#429) * Create binary and multiclass objective classes (#504) * Update dependencies (#412) * Hide features with zero importance in plot by default (#413) * Update dependencies check: package whitelist (#417) * Add fixes necessary for docs to build for improved objectives project (#605) * Remove calculating plot metrics from AutoML (#615)
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Closes #411. Introduces a new
show_all_featuresflag which, ifTrue, will plot all features including those with an importance equal to zero. Defaults to False.