model pickle

modelsup0final.txt

@@ -34,50 +34,9 @@ Data columns (total 27 columns):
 dtypes: float64(10), int64(11), object(6)
 memory usage: 20.2+ MB
 None
-
-📊 RandomForestRegressor - MAE: 8.82, RMSE: 12.04, R²: 0.607
-
-🔥 Importance des variables :
-year: 0.5028
-instrumentalness: 0.0748
-nb_caracteres_sans_espaces: 0.0516
-loudness: 0.0402
-duree_minute: 0.0397
-liveness: 0.0385
-acousticness: 0.0375
-energy: 0.0343
-danceability: 0.0343
-valence: 0.0336
-
-⏱️ Temps d'exécution : 284.81 secondes
-    popularity    pred_rf
-0           24        NaN
-1           38        NaN
-2           40        NaN
-3           20        NaN
-4           47        NaN
-5           32        NaN
-6           52        NaN
-7           21        NaN
-8           36  36.570159
-9            6        NaN
-10          35        NaN
-11           9        NaN
-12          37        NaN
-13          63        NaN
-14          21        NaN
-15           1        NaN
-16          30        NaN
-17          48        NaN
-18          57        NaN
-19          19        NaN
-20          34        NaN
-21          18        NaN
-22          31        NaN
-23          58        NaN
-24           5        NaN
-25          34        NaN
-26          15        NaN
-27           5        NaN
-28          30        NaN
-29          35        NaN
+Traceback (most recent call last):
+  File "/home/mohamed.sebabti/Private/bigdata_git/bigdata/mlsup0final.py", line 67, in <module>
+    df = train_random_forest(df)
+  File "/home/mohamed.sebabti/Private/bigdata_git/bigdata/mlsup0final.py", line 36, in train_random_forest
+    pickle.dump(rf, model_file)
+NameError: name 'pickle' is not defined