.

app.py

@@ -11,7 +11,7 @@ model = AutoModel.from_pretrained("neuralmind/bert-base-portuguese-cased")
 model.eval()
 
 data = np.load("x_train.npy")
-iso_forest = IsolationForest(contamination=0.1, random_state=42, n_jobs=-1, max_samples=256)
+iso_forest = IsolationForest(contamination=0.25, random_state=42)
 iso_forest.fit(data)
 
 def classify_email(text):