Update app.py

app.py

@@ -73,12 +73,12 @@ def compute(table: np.array):
     classifier.fit(x_train[:, 0:2], y_train)
     
     DecisionBoundaryDisplay.from_estimator(
-        classifier, x_train[:, 0:2], alpha=0.6, ax=ax, eps=2.0, grid_resolution=100, response_method="predict_proba"
+        classifier, x_train[:, 0:2], alpha=0.6, ax=ax, eps=2.0, grid_resolution=25, response_method="predict_proba"
     )
     plt.xlabel(headers[0])
     plt.ylabel(headers[1])
 
-    return None, out_table, fig
+    return "The plot visualizes a predictor based on only two features and for two classes. The tabular results below are based on the full dataset.", out_table, fig
 
 
 def upload_file(file, remove_entries=10):