Spaces:
Runtime error
Runtime error
Rachel1809
commited on
Commit
β’
017304c
1
Parent(s):
0bd78e9
Update app.py
Browse files
app.py
CHANGED
@@ -19,14 +19,14 @@ vectorizer.adapt(X.values)
|
|
19 |
def evaluate_comment(Comment):
|
20 |
processed_Comment = vectorizer([Comment])
|
21 |
res = model.predict(processed_Comment)
|
22 |
-
display = {}
|
23 |
text = ''
|
24 |
for i, col in enumerate(df.columns[2:]):
|
25 |
display[col] = 'π' if res[0][i] > 0.5 else 'π'
|
|
|
26 |
|
27 |
-
return
|
28 |
|
29 |
-
interface = gr.Interface(fn = evaluate_comment, live = True, title='ToxClass', inputs = gr.inputs.Textbox(lines = 4, placeholder='Comment to evaluate'),
|
30 |
-
outputs =
|
31 |
|
32 |
interface.launch()
|
|
|
19 |
def evaluate_comment(Comment):
|
20 |
processed_Comment = vectorizer([Comment])
|
21 |
res = model.predict(processed_Comment)
|
|
|
22 |
text = ''
|
23 |
for i, col in enumerate(df.columns[2:]):
|
24 |
display[col] = 'π' if res[0][i] > 0.5 else 'π'
|
25 |
+
text += '{}: {}\n'.format(col, 'πππ' if res[0][i] > 0.5 else 'πππ')
|
26 |
|
27 |
+
return text
|
28 |
|
29 |
+
interface = gr.Interface(fn = evaluate_comment, live = True, title='ToxClass', inputs = gr.inputs.Textbox(lines = 4, label='Comment', placeholder='Comment to evaluate'),
|
30 |
+
outputs = gr.Textbox(lines=4, label='Evaluation'), description="An NLP model that classifies level of toxicity of the sentence.")
|
31 |
|
32 |
interface.launch()
|