change logging text for sensitivity analysis

mastoffel · mastoffel · commit 7c60829c93a8 · 2024-11-07T14:50:58.000Z
diff --git a/autoemulate/compare.py b/autoemulate/compare.py
@@ -559,7 +559,7 @@ def sensitivity_analysis(
                 raise RuntimeError("Must run compare() before sensitivity_analysis()")
             model = self.best_model
             self.logger.info(
-                f"No model provided, using best model {get_model_name(model)} from cross-validation for sensitivity analysis"
+                f"No model provided, using {get_model_name(model)}, which had the highest average cross-validation score."
             )
 
         Si = sensitivity_analysis(model, problem, self.X, N, conf_level, as_df)

Original file line number	Diff line number	Diff line change
`@@ -559,7 +559,7 @@ def sensitivity_analysis(`
`559`	`559`	`raise RuntimeError("Must run compare() before sensitivity_analysis()")`
`560`	`560`	`model = self.best_model`
`561`	`561`	`self.logger.info(`
`562`		`- f"No model provided, using best model {get_model_name(model)} from cross-validation for sensitivity analysis"`
	`562`	`+ f"No model provided, using {get_model_name(model)}, which had the highest average cross-validation score."`
`563`	`563`	`)`
`564`	`564`
`565`	`565`	`Si = sensitivity_analysis(model, problem, self.X, N, conf_level, as_df)`