Active Learning Costs.pdf

settles.nips08ws.pdf
Preview of Active Learning Costs
🔗 Source: burrsettles.com
📊 Size: 927 KB
📄 Pages: 10 pages
⬇️ Downloads: 190

Summary

Active learning aims to minimize training costs by selecting instances for labeling, but most research assumes equal labeling costs for all instances. This study presents an empirical analysis of active learning with varying annotation costs in four real-world domains, involving human annotators, to better understand actual labeling costs and reduce them.

Description

Active learning aims to minimize training costs by selecting instances for labeling, but most research assumes equal labeling costs for all instances.

Technical Information

  • File Format: PDF
  • File Size: 927 KB
  • Pages: 10
  • Language: EN
  • Total Downloads: 190
  • Last Updated: 1 month ago

Document Overview

This PDF document about Active Learning Costs provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Active Learning Costs.

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