🌐 Entity
Rule induction
Area of machine learning
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📌 Topics
- AI research (1)
- Machine learning (1)
- Rule-based systems (1)
🏷️ Keywords
RLIE framework (1) · Large Language Models (1) · Probabilistic modeling (1) · Rule learning (1) · Iterative refinement (1) · Logistic regression (1) · Rule interactions (1) · arXiv (1)
📖 Key Information
Rule induction is an area of machine learning in which formal rules are extracted from a set of observations. The rules extracted may represent a full scientific model of the data, or merely represent local patterns in the data.
Data mining in general and rule induction in detail are trying to create algorithms without human programming but with analyzing existing data structures.
📰 Related News (1)
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🇺🇸 RLIE: Rule Generation with Logistic Regression, Iterative Refinement, and Evaluation for Large Language Models
arXiv:2510.19698v2 Announce Type: replace Abstract: Large Language Models (LLMs) can propose rules in natural language, sidestepping the need for a p...
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People and organizations frequently mentioned alongside Rule induction:
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Large language model · 1 shared articles
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Iterative refinement · 1 shared articles