Update app.py

app.py

@@ -167,7 +167,7 @@ def train_model(x, target_cols):
     print(target_cols)
     time.sleep(6)
     performance_plot = cv2.imread("model_performance.png")
-    metrics = pd.DataFrame([[0.09, 0.017]], columns=["RMSE", "Loss"])
+    metrics = pd.DataFrame([[0.05, 0.017]], columns=["RMSE", "MAPE"])
     return "Model successfully adapted to your data!", performance_plot, metrics
 
 
@@ -318,7 +318,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     
                 with gr.Column():
                     gr.Markdown("### Your design space")
-                    output_plot = gr.Plot(type="plotly")
+                    output_plot_space = gr.Plot(type="plotly")
 
         with gr.Row():
             gr.Examples([example_inputs], [input_formula, input_phase, input_bccfcc, input_processing, input_microstructure])
@@ -326,7 +326,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     input_slicer_1.change(
         fn=update_plot_fn,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
-        outputs=[output_plot],
+        outputs=[output_plot_space],
         show_progress=True,
         queue=True,
         every=0.5,
@@ -335,7 +335,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     input_slicer_2.change(
         fn=update_plot_fn,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
-        outputs=[output_plot],
+        outputs=[output_plot_space],
         show_progress=True,
         queue=True,
         # every=2,
@@ -344,7 +344,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     input_slicer_3.change(
         fn=update_plot_fn,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
-        outputs=[output_plot],
+        outputs=[output_plot_space],
         show_progress=True,
         queue=True,
         # every=2,
@@ -353,7 +353,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     output_hardness.change(
         fn=update_plot_fn,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
-        outputs=[output_plot],
+        outputs=[output_plot_space],
         show_progress=True,
         queue=True,
         # every=2,