Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -8,6 +8,12 @@ image = Image.open('pic2.jpg')
|
|
| 8 |
st.image(image,caption = 'Network Data Anomaly',width =1000)
|
| 9 |
|
| 10 |
st.title("Network Data Anomaly")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
|
| 12 |
with open("./median.pickle", 'rb') as f:
|
| 13 |
MED = pickle.load(f)
|
|
|
|
| 8 |
st.image(image,caption = 'Network Data Anomaly',width =1000)
|
| 9 |
|
| 10 |
st.title("Network Data Anomaly")
|
| 11 |
+
st.write("""An anomaly (also known as an outlier) is when something happens that is outside of the norm,
|
| 12 |
+
when it stands out or deviates from what is expected. There are different kinds of anomalies in an e-commerce setting,
|
| 13 |
+
they can be product anomaly, conversion anomaly or marketing anomaly.
|
| 14 |
+
The model used is Isolation Forest, which is built based on decision trees and is an unsupervised model.
|
| 15 |
+
Isolation forests can be used to detect anomaly in high dimensional and large datasets, with no labels.
|
| 16 |
+
""")
|
| 17 |
|
| 18 |
with open("./median.pickle", 'rb') as f:
|
| 19 |
MED = pickle.load(f)
|