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Add validations for model predictions #2008
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Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
…data (#2011) * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-housing-classification-model-debugging.ipynb * Update responsibleaidashboard-housing-classification-model-debugging.ipynb * Update responsibleaidashboard-census-classification-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb * Update responsibleaidashboard-housing-decision-making.ipynb * Update responsibleaidashboard-multiclass-dnn-model-debugging.ipynb * Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb * Update responsibleaidashboard-housing-classification-model-debugging.ipynb * Update responsibleaidashboard-housing-decision-making.ipynb
…rgs (#2002) * OD label support ckpt * Surfaced OD metrics * numLabels update * lint fixes * main fetch * line end changes * var fix * ts lint fix * lint autofixes
* flask endpoint infra template * docstring and lint fixes * lint fixes * lint fixes * lint autofixes * error statement fix
… selection, & IoU Threshold (#1997) * agg method & iou thresh widgets ckpt * class selection widget * widget option format fix * comment fixes * widget size & lint fixes * semiclon lint fix * od widget options refactor * lint complexity fixes * lint complexity fixes * comment fixes * refactor to reduce complexity * complexity refactor * lint fixes * autolint fixes
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Codecov Report
@@ Coverage Diff @@
## main #2008 +/- ##
==========================================
+ Coverage 91.58% 93.07% +1.49%
==========================================
Files 105 48 -57
Lines 5143 1963 -3180
==========================================
- Hits 4710 1827 -2883
+ Misses 433 136 -297
Flags with carried forward coverage won't be shown. Click here to find out more. see 57 files with indirect coverage changes Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here. |
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
This validation prevents the downstream failure when trying to serialize the
RAIInsights
object or computing explanations if the predicted set of values aren't passed as valid classes toRAIInsights
.Description
Checklist