Changed plot look

app.py

@@ -43,9 +43,6 @@ def app_fn(n_random_features: int, test_size: float, random_state_val: int):
 
     return fig_bin, fig_multi
 
-def app_fn_multi():
-    ...
-
 
 title = "Precision-Recall Curves"
 with gr.Blocks(title=title) as demo:
@@ -68,7 +65,7 @@ with gr.Blocks(title=title) as demo:
 
     with gr.Row():
         n_random_features = gr.inputs.Slider(0, 1000, 50, 800,label="Number of Random Features")
-        test_size = gr.inputs.Slider(0.1, 0.9, 0.3, 0.5, label="Test Size")
+        test_size = gr.inputs.Slider(0.1, 0.9, 0.01, 0.5, label="Test Size")
         random_state_val = gr.inputs.Slider(0, 100, 5, 0,label="Random State")
 
 
@@ -79,6 +76,7 @@ with gr.Blocks(title=title) as demo:
     n_random_features.change(fn=app_fn, inputs=[n_random_features, test_size, random_state_val], outputs=[fig_bin, fig_multi])
     test_size.change(fn=app_fn, inputs=[n_random_features, test_size, random_state_val], outputs=[fig_bin, fig_multi])
     random_state_val.change(fn=app_fn, inputs=[n_random_features, test_size, random_state_val], outputs=[fig_bin, fig_multi])
+
     demo.load(fn=app_fn, inputs=[n_random_features, test_size, random_state_val], outputs=[fig_bin, fig_multi])
 
 demo.launch()

utils.py

@@ -30,9 +30,9 @@ def plot_multi_label_pr_curve(clf, X_test: np.ndarray, Y_test: np.ndarray):
 
     for color, key in zip(colors, keys):
         if key=="micro":
-            name = f"Micro-average Precision-Recall (AP={average_precision[key]:.2f})"
+            name = f"Micro-average(AP={average_precision[key]:.2f})"
         else:
-            name = f"Precision-recall for class {key} (AP={average_precision[key]:.2f})"
+            name = f"Class {key} (AP={average_precision[key]:.2f})"
         fig.add_trace(
             go.Scatter(
                 x=recall[key],
@@ -66,7 +66,7 @@ def plot_multi_label_pr_curve(clf, X_test: np.ndarray, Y_test: np.ndarray):
     fig.update_layout(
         title='Extension of Precision-Recall Curve to Multi-Class', 
         xaxis_title='Recall', 
-        yaxis_title='Precision',
+        yaxis_title='Precision'
     )
 
     return fig