Update app.py

app.py

@@ -76,12 +76,12 @@ with gr.Blocks(title=title) as demo:
     gr.Markdown(f"# {title}")
     gr.Markdown(
         """
-        ## This example shows how one can apply features transformations using ensembles of trees \
+        This example shows how one can apply features transformations using ensembles of trees \
         on a synthetic dataset. The transformations are then used to train a linear model on the \
         transformed data. The plot shows the ROC curve of the different models trained on the \
         transformed data. The plot is interactive and you can zoom in and out.
         
-        [Original Example](https://scikit-learn.org/stable/auto_examples/ensemble/plot_feature_transformation.html#sphx-glr-auto-examples-ensemble-plot-feature-transformation-py)
+        See original example [here](https://scikit-learn.org/stable/auto_examples/ensemble/plot_feature_transformation.html#sphx-glr-auto-examples-ensemble-plot-feature-transformation-py).
         """
     )