gcc-insurance-ml-models/claims-triage-training

Claims Triage Training Dataset

Dataset Description

This dataset contains training data for the claims-triage-classifier model, designed to classify and prioritize insurance claims.

Dataset Summary

The Claims Triage Training Dataset is a collection of insurance claim descriptions and metadata used to train models that automatically categorize and prioritize claims for processing.

Supported Tasks

• Text Classification: Categorize claims by type and urgency
• Priority Assignment: Determine claim processing priority

Languages

• English (en)

Dataset Structure

Data Fields

• claim_id: Unique claim identifier
• claim_description: Text description of the claim
• claim_type: Category of claim (auto, property, health, etc.)
• priority: Priority level (low, medium, high, urgent)
• estimated_amount: Estimated claim amount

Usage

from datasets import load_dataset

dataset = load_dataset("gcc-insurance-ml-models/claims-triage-training")

License

Apache 2.0