Spaces:
Runtime error
Runtime error
Commit
·
170adc3
1
Parent(s):
b4d7e54
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,8 +1,11 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
import pandas as pd
|
| 3 |
import joblib
|
|
|
|
|
|
|
| 4 |
|
| 5 |
-
|
|
|
|
| 6 |
model = joblib.load("nb_model.pickle")
|
| 7 |
|
| 8 |
'''
|
|
@@ -21,7 +24,7 @@ def predict(text):
|
|
| 21 |
#prediction_prob = round(model.predict_proba(data).max(), 3)
|
| 22 |
#return prediction_class, prediction_prob
|
| 23 |
pred = model.predict_proba(data)[0]
|
| 24 |
-
return {'Android':
|
| 25 |
|
| 26 |
|
| 27 |
description = "According to the dataset used for this model, Trump mainly uses two devices for tweeting" \
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
import pandas as pd
|
| 3 |
import joblib
|
| 4 |
+
import json
|
| 5 |
+
from json import encoder
|
| 6 |
|
| 7 |
+
encoder.FLOAT_REPR = lambda o: format(o, '.2f')
|
| 8 |
+
|
| 9 |
model = joblib.load("nb_model.pickle")
|
| 10 |
|
| 11 |
'''
|
|
|
|
| 24 |
#prediction_prob = round(model.predict_proba(data).max(), 3)
|
| 25 |
#return prediction_class, prediction_prob
|
| 26 |
pred = model.predict_proba(data)[0]
|
| 27 |
+
return {'Android': json.dumps(pred[0]), 'iPhone': json.dumps(pred[1])}
|
| 28 |
|
| 29 |
|
| 30 |
description = "According to the dataset used for this model, Trump mainly uses two devices for tweeting" \
|