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RKB109/support-routing-ml-20260801-dataset

Applied ML Support Router Synthetic Dataset Summary This dataset contains 14 training examples and 4 held-out examples for Support operations need reproducible routing models that expose confidence and defer uncertain cases. Every record is synthetic and includes: input: query, event, or feature description label: expected class, route, relation, or evidence category context: synthetic supporting context source: fictional source identifier variant: generation… See the full description on the dataset page: https://huggingface.co/datasets/RKB109/support-routing-ml-20260801-dataset.

sourceHugging Facecc-by-4.0updated 2mo agoView on Hugging Face
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Applied ML Support Router Synthetic Dataset

Summary

This dataset contains 14 training examples and 4 held-out examples for Support operations need reproducible routing models that expose confidence and defer uncertain cases.

Every record is synthetic and includes:

  • —input: query, event, or feature description
  • —label: expected class, route, relation, or evidence category
  • —context: synthetic supporting context
  • —source: fictional source identifier
  • —variant: generation pattern
  • —synthetic: always true

Uses

  • —Reproducible unit and integration tests
  • —Baseline model training
  • —Evaluation harness development
  • —Schema and architecture demonstrations

Limitations

Synthetic tickets do not represent every user population or language. Production training data needs consent and bias analysis.

This dataset does not represent real users, patients, customers, production traffic, or licensed media. It must not be presented as real-world evidence.

Related Model

RKB109/support-routing-ml-20260801-model