fix xgboost warning (#667)

pplonski · pplonski · commit e38a8bed6476 · 2024-03-04T14:33:28.000+01:00
diff --git a/supervised/algorithms/xgboost.py b/supervised/algorithms/xgboost.py
@@ -201,7 +201,7 @@ def fit(
             early_stopping_rounds=esr,
             evals_result=evals_result,
             verbose_eval=False,
-            feval=self.custom_eval_metric
+            custom_metric=self.custom_eval_metric
             # callbacks=[time_constraint] # callback slows down by factor ~8
         )
 
diff --git a/supervised/tuner/optuna/xgboost.py b/supervised/tuner/optuna/xgboost.py
@@ -112,7 +112,7 @@ def __call__(self, trial):
                 early_stopping_rounds=self.early_stopping_rounds,
                 callbacks=[pruning_callback],
                 verbose_eval=False,
-                feval=self.custom_eval_metric,
+                custom_metric=self.custom_eval_metric,
             )
             preds = bst.predict(
                 self.dvalidation, iteration_range=(0, bst.best_iteration)

Original file line number	Diff line number	Diff line change
`@@ -201,7 +201,7 @@ def fit(`
`201`	`201`	`early_stopping_rounds=esr,`
`202`	`202`	`evals_result=evals_result,`
`203`	`203`	`verbose_eval=False,`
`204`		`- feval=self.custom_eval_metric`
	`204`	`+ custom_metric=self.custom_eval_metric`
`205`	`205`	`# callbacks=[time_constraint] # callback slows down by factor ~8`
`206`	`206`	`)`
`207`	`207`
Original file line number	Diff line number	Diff line change
`@@ -112,7 +112,7 @@ def __call__(self, trial):`
`112`	`112`	`early_stopping_rounds=self.early_stopping_rounds,`
`113`	`113`	`callbacks=[pruning_callback],`
`114`	`114`	`verbose_eval=False,`
`115`		`- feval=self.custom_eval_metric,`
	`115`	`+ custom_metric=self.custom_eval_metric,`
`116`	`116`	`)`
`117`	`117`	`preds = bst.predict(`
`118`	`118`	`self.dvalidation, iteration_range=(0, bst.best_iteration)`