Natural Language Processing
TF-IDF
Term Frequency-Inverse Document Frequency - a statistical measure of word importance in documents, used for information retrieval.
Related Concepts
- Information Retrieval: Explore how Information Retrieval relates to TF-IDF
- Feature Extraction: Explore how Feature Extraction relates to TF-IDF
- Bag of Words: Explore how Bag of Words relates to TF-IDF
Why It Matters
Understanding TF-IDF is crucial for anyone working with natural language processing. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
natural-language-processing information-retrieval feature-extraction bag-of-words