metadata
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)