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Support new Quantile Regression Model #461

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brifordwylie opened this issue Jun 30, 2024 · 0 comments
Open

Support new Quantile Regression Model #461

brifordwylie opened this issue Jun 30, 2024 · 0 comments
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model SageWorks Model

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@brifordwylie
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  • sageworks/core/artifacts/model_core.py", line 616

Endpoint Core

        # Compute the standard performance metrics for this model
        model_type = self.model_type()
        if model_type == ModelType.REGRESSOR.value:
            prediction_df = self.residuals(target_column, prediction_df)
            metrics = self.regression_metrics(target_column, prediction_df)
        elif model_type == ModelType.CLASSIFIER.value:
            metrics = self.classification_metrics(target_column, prediction_df)
        else:
            # Unknown Model Type: Give log message and set metrics to empty dataframe
            self.log.warning(f"Unknown Model Type: {model_type}")
            metrics = pd.DataFrame()
@brifordwylie brifordwylie added the model SageWorks Model label Jun 30, 2024
@brifordwylie brifordwylie added this to the SageWorks 0.7.0 milestone Jun 30, 2024
@brifordwylie brifordwylie self-assigned this Jun 30, 2024
@brifordwylie brifordwylie moved this from Backlog to On Deck in SageWorks Development Jul 11, 2024
@brifordwylie brifordwylie moved this from On Deck to In Progress in SageWorks Development Jul 11, 2024
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