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---
license: cc-by-nc-sa-4.0
task_categories:
- tabular-classification
- tabular-regression
- feature-extraction
- image-feature-extraction
- text-classification
language:
- en
tags:
- agentic-ai
- synthetic-data
- data-science
- benchmark
- human-AI-collaboration
pretty_name: AgentDS-Insurance
---
# 🛡️ AgentDS-Insurance
This dataset is part of the **AgentDS Benchmark** — a multi-domain benchmark for evaluating human-AI collaboration in real-world, domain-specific data science.
**AgentDS-Insurance** includes structured policyholder and claims data for 3 challenges:
- Claims complexity prediction
- Next-year loss estimation for pricing
- Fraud detection from claim patterns
👉 Files are organized in the `Insurance/` folder and reused across challenges.
Refer to the included `description.md` for:
- File usage and challenge mappings
- Task descriptions and data schema notes
- Submission format expectations
---
📖 **More info & challenge details**: https://agentds.org/domains
🔐 **Get your API key**: https://agentds.org/dashboard
🧠 **Submit predictions via SDK**: `pip install agentds-bench` (see main AgentDS README for usage)
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