mertkarabacak
commited on
Commit
•
10d625f
1
Parent(s):
c8437c5
Upload app.py
Browse files
app.py
CHANGED
@@ -166,7 +166,7 @@ def y1_interpret_xgb(*args):
|
|
166 |
scores_desc = list(zip(shap_values[0], x1.columns))
|
167 |
scores_desc = sorted(scores_desc)
|
168 |
fig_m = plt.figure(facecolor='white')
|
169 |
-
fig_m.set_size_inches(
|
170 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
171 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
172 |
plt.yticks(fontsize=12)
|
@@ -181,7 +181,7 @@ def y1_interpret_lgb(*args):
|
|
181 |
scores_desc = list(zip(shap_values[0][0], x1.columns))
|
182 |
scores_desc = sorted(scores_desc)
|
183 |
fig_m = plt.figure(facecolor='white')
|
184 |
-
fig_m.set_size_inches(
|
185 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
186 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
187 |
plt.yticks(fontsize=12)
|
@@ -196,7 +196,7 @@ def y1_interpret_cb(*args):
|
|
196 |
scores_desc = list(zip(shap_values[0], x1.columns))
|
197 |
scores_desc = sorted(scores_desc)
|
198 |
fig_m = plt.figure(facecolor='white')
|
199 |
-
fig_m.set_size_inches(
|
200 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
201 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
202 |
plt.yticks(fontsize=12)
|
@@ -211,7 +211,7 @@ def y1_interpret_rf(*args):
|
|
211 |
scores_desc = list(zip(shap_values[0][0], x1_rf.columns))
|
212 |
scores_desc = sorted(scores_desc)
|
213 |
fig_m = plt.figure(facecolor='white')
|
214 |
-
fig_m.set_size_inches(
|
215 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
216 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
217 |
plt.yticks(fontsize=12)
|
@@ -425,11 +425,21 @@ with gr.Blocks(title = "NTDB-Epidural") as demo:
|
|
425 |
|
426 |
with gr.Box():
|
427 |
with gr.Row():
|
428 |
-
|
429 |
-
|
430 |
"""
|
431 |
<br/>
|
|
|
|
|
|
|
|
|
|
|
432 |
## Mortality
|
|
|
|
|
|
|
|
|
|
|
433 |
<br/>
|
434 |
"""
|
435 |
)
|
|
|
166 |
scores_desc = list(zip(shap_values[0], x1.columns))
|
167 |
scores_desc = sorted(scores_desc)
|
168 |
fig_m = plt.figure(facecolor='white')
|
169 |
+
fig_m.set_size_inches(4, 12)
|
170 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
171 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
172 |
plt.yticks(fontsize=12)
|
|
|
181 |
scores_desc = list(zip(shap_values[0][0], x1.columns))
|
182 |
scores_desc = sorted(scores_desc)
|
183 |
fig_m = plt.figure(facecolor='white')
|
184 |
+
fig_m.set_size_inches(4, 12)
|
185 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
186 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
187 |
plt.yticks(fontsize=12)
|
|
|
196 |
scores_desc = list(zip(shap_values[0], x1.columns))
|
197 |
scores_desc = sorted(scores_desc)
|
198 |
fig_m = plt.figure(facecolor='white')
|
199 |
+
fig_m.set_size_inches(4, 12)
|
200 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
201 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
202 |
plt.yticks(fontsize=12)
|
|
|
211 |
scores_desc = list(zip(shap_values[0][0], x1_rf.columns))
|
212 |
scores_desc = sorted(scores_desc)
|
213 |
fig_m = plt.figure(facecolor='white')
|
214 |
+
fig_m.set_size_inches(4, 12)
|
215 |
plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
|
216 |
plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
|
217 |
plt.yticks(fontsize=12)
|
|
|
425 |
|
426 |
with gr.Box():
|
427 |
with gr.Row():
|
428 |
+
|
429 |
+
gr.Markdown(
|
430 |
"""
|
431 |
<br/>
|
432 |
+
"""
|
433 |
+
)
|
434 |
+
|
435 |
+
gr.Markdown(
|
436 |
+
"""
|
437 |
## Mortality
|
438 |
+
"""
|
439 |
+
)
|
440 |
+
|
441 |
+
gr.Markdown(
|
442 |
+
"""
|
443 |
<br/>
|
444 |
"""
|
445 |
)
|