From 86c4cf105924e66286e0de936c8e7f27edc9c327 Mon Sep 17 00:00:00 2001
From: Charly Lamothe <charly.lamothe@univ-amu.fr>
Date: Fri, 6 Mar 2020 09:04:28 +0100
Subject: [PATCH] Fix wrong variable name in
 ensemble_selection_forest_regressor

---
 code/bolsonaro/models/ensemble_selection_forest_regressor.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/code/bolsonaro/models/ensemble_selection_forest_regressor.py b/code/bolsonaro/models/ensemble_selection_forest_regressor.py
index 50c1dc8..1e63c8c 100644
--- a/code/bolsonaro/models/ensemble_selection_forest_regressor.py
+++ b/code/bolsonaro/models/ensemble_selection_forest_regressor.py
@@ -45,7 +45,7 @@ class EnsembleSelectionForestRegressor(BaseEstimator, metaclass=ABCMeta):
                 temp_score = self._score_metric(temp_mean, y_val)
                 if (temp_score < best_score):
                     candidate_index = j
-                    best_score = tmp_score
+                    best_score = temp_score
                 temp_pred = np.delete(temp_pred, -1, 0)
             self._ensemble_selected.append(class_list[candidate_index])
             temp_pred = np.vstack((temp_pred, class_list[candidate_index].predict(X_val)))
-- 
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