Lukas' Notes

Home

❯

Knowledge

❯

Reasoning

Reasoning

Jul 25, 20251 min read

reasoning

Types

Inductive Reasoning

Definition

Inductive Reasoning

Induction is reasoning from observed training cases to general rules, which are then applied to the test cases.

In contrast, transduction is reasoning from observed, specific (training) cases to specific (test) cases.

1

Footnotes

  1. Inductive vs. Transductive Learning | by Vijini Mallawaarachchi | Towards Data Science ↩

Link to original

Transductive Reasoning

Transductive-Reasoning#definition


Graph View

  • Types
  • Inductive Reasoning
  • Transductive Reasoning

Backlinks

  • Inductive Reasoning
  • Symbolic Reasoning
  • Transductive Reasoning
  • The Illusion of Thinking - Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Created with Quartz v4.4.0 © 2025

  • GitHub