diff --git a/modelsup0final.txt b/modelsup0final.txt index e95cdb7bf8cfd467a5f71781da7b1445a4b731d1..be25e2fb442eccc8317d62ca764effb2040d9ab8 100644 --- a/modelsup0final.txt +++ b/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 diff --git a/random_forest_model_sup.pkl b/random_forest_model_sup.pkl new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391