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gcc-insurance-ml-models/claims-risk-scoring-training

Claims Risk Scoring Training Training dataset for claims risk scoring models. Includes severity predictions and payout estimates. Dataset Details Records: 12,000 Features: 17 Organization: GCC Insurance ML Models Hub Features Column Type Description claim_id object Feature for ML training claim_type object Feature for ML training initial_estimate float64 Feature for ML training policy_coverage_limit int64 Feature for ML training… See the full description on the dataset page: https://huggingface.co/datasets/gcc-insurance-ml-models/claims-risk-scoring-training.

sourceHugging Faceapache-2.0updated 7mo agoView on Hugging Face
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Claims Risk Scoring Training

Training dataset for claims risk scoring models. Includes severity predictions and payout estimates.

Dataset Details

  • —Records: 12,000
  • —Features: 17
  • —Organization: GCC Insurance ML Models Hub

Features

ColumnTypeDescription
claim_idobjectFeature for ML training
claim_typeobjectFeature for ML training
initial_estimatefloat64Feature for ML training
policycoveragelimitint64Feature for ML training
deductibleint64Feature for ML training
claimant_ageint32Feature for ML training
policytenureyearsfloat64Feature for ML training
priorclaimscountint32Feature for ML training
injury_involvedint64Feature for ML training
thirdpartyinvolvedint64Feature for ML training
......+7 more features

Usage

python
from datasets import load_dataset

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

License

Apache 2.0