Elasticsearch - Search Results and Scoring
What does the TF component in TF-IDF scoring represent in Elasticsearch?
What does the TF component in TF-IDF scoring represent in Elasticsearch?
easy🧠 Conceptual Q1 of 15
Step-by-Step Solution
Solution:
Step 1: Understand TF in TF-IDF context
TF stands for Term Frequency, which counts how often a term appears in a single document.Step 2: Differentiate TF from other components
IDF is about document frequency, not term frequency. Document length is unrelated to TF.Final Answer:
The frequency of a term in a single document -> Option BQuick Check:
TF = Term Frequency = The frequency of a term in a single document [OK]
Quick Trick: TF counts term appearances in one document only [OK]
Common Mistakes:
MISTAKES- Confusing TF with IDF
- Thinking TF counts across all documents
- Mixing TF with document length
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