From: Jérôme Benoit <jerome.benoit@piment-noir.org>
Date: Wed, 28 May 2025 14:15:17 +0000 (+0200)
Subject: perf(qav3): default to seuclidean for MO trial selection
X-Git-Url: https://git.piment-noir.org/?a=commitdiff_plain;h=2662077a77988c4d0d18fe92a4ec2c9caf1878a2;p=freqai-strategies.git

perf(qav3): default to seuclidean for MO trial selection

Signed-off-by: Jérôme Benoit <jerome.benoit@piment-noir.org>
---

diff --git a/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py b/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
index 0e0d9fc..b94572c 100644
--- a/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
+++ b/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
@@ -407,7 +407,7 @@ class QuickAdapterRegressorV3(BaseRegressionModel):
         if not QuickAdapterRegressorV3.optuna_study_has_best_trials(study):
             return None
 
-        label_metric = self.ft_params.get("label_metric", "euclidean")
+        label_metric = self.ft_params.get("label_metric", "seuclidean")
         metrics = {
             "braycurtis",
             "canberra",
@@ -686,7 +686,7 @@ class QuickAdapterRegressorV3(BaseRegressionModel):
                 **self.get_optuna_params(pair, namespace),
             }
             metric_log_msg = (
-                f" using {self.ft_params.get('label_metric', 'euclidean')} metric"
+                f" using {self.ft_params.get('label_metric', 'seuclidean')} metric"
             )
         logger.info(
             f"Optuna {pair} {namespace} {objective_type} objective done{metric_log_msg} ({time_spent:.2f} secs)"