Update pages/6_Feature_Engineering.py
Browse files
pages/6_Feature_Engineering.py
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@@ -224,7 +224,7 @@ if file_type == "One-Hot Vectorization":
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unsafe_allow_html=True,
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)
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st.subheader(":blue[Inability to Preserve Semantic Meaning"
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st.markdown(
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"<p class='content'>When converting text into vector format, the relationships between words should be preserved. Ideally, similar words should be represented by similar vectors, "
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"meaning the distance between their vectors should be small. If this is achieved, the vectorization method successfully preserves semantic meaning.</p>",
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unsafe_allow_html=True,
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)
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+
st.subheader(":blue[Inability to Preserve Semantic Meaning]")
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st.markdown(
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"<p class='content'>When converting text into vector format, the relationships between words should be preserved. Ideally, similar words should be represented by similar vectors, "
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"meaning the distance between their vectors should be small. If this is achieved, the vectorization method successfully preserves semantic meaning.</p>",
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