IGPTeam4 commited on
Commit
5ec679d
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1 Parent(s): 5ef0849

Update src/webApp.py

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Files changed (1) hide show
  1. src/webApp.py +4 -9
src/webApp.py CHANGED
@@ -366,7 +366,7 @@ with st.spinner("Loading models..."):
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  bert_model = sentiment_bundle["model"]
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  suspicious_model, tfidf, selected_features = load_suspicious_model()
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- st.success("Models loaded and ready")
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  # user input section
@@ -394,11 +394,6 @@ reviewer_id = st.text_input(
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  # Resolve review_frequency before prediction
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  review_frequency, freq_source, freq_found = get_review_frequency(reviewer_stats, reviewer_id)
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- if freq_found:
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- st.success(f" {freq_source}")
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- else:
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- st.info(f" {freq_source}")
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-
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  # analyse button
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@@ -506,7 +501,7 @@ if st.button("Analyse Review"):
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  f"**{likely} suspicious** as a result of the following features:"
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  )
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- # Detailed bullet point explanations per feature
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  # Detailed bullet point explanations per feature
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  bullets = build_suspicious_bullets(features, rating)
@@ -514,8 +509,8 @@ if st.button("Analyse Review"):
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  st.markdown(bullet)
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  # Show reviewer frequency transparency note only when ID was entered but not found
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- if not freq_found and reviewer_id.strip():
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- st.info(f" **Review frequency note:** {freq_source}")
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  # Feature value breakdown chart
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  st.markdown("### Structured Feature Values for This Review")
 
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  bert_model = sentiment_bundle["model"]
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  suspicious_model, tfidf, selected_features = load_suspicious_model()
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+ st.caption("Models loaded and ready")
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  # user input section
 
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  # Resolve review_frequency before prediction
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  review_frequency, freq_source, freq_found = get_review_frequency(reviewer_stats, reviewer_id)
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  # analyse button
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  f"**{likely} suspicious** as a result of the following features:"
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  )
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+
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  # Detailed bullet point explanations per feature
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  bullets = build_suspicious_bullets(features, rating)
 
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  st.markdown(bullet)
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  # Show reviewer frequency transparency note only when ID was entered but not found
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+ if not freq_found:
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+ st.info(f"{freq_source}")
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  # Feature value breakdown chart
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  st.markdown("### Structured Feature Values for This Review")