Artificial Intelligence
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Bag of Words
Quick Definition
Text model representing documents by word frequency counts
Full Definition
A text representation model describing document content by word frequency without considering grammar or word order.
Examples
text classification, document similarity, spam detection
Related Terms
tf-idf
natural-language-processing
feature-extraction
More Artificial Intelligence Terms
Deep Learning
Machine learning using multi-layered neural networks
AI Governance
Framework for responsible AI development policies
Speech Recognition
Converting spoken language into written text using AI
Edge AI
Running AI on local devices instead of the cloud
AutoML
Automation of the machine learning pipeline
Feature Importance
Quantifying each input features contribution to predictions