What is the difference between transductive and inductive learning?

Machine Learning Medium

Machine Learning — Medium

What is the difference between transductive and inductive learning?

Key points

  • Transductive learning predicts for specific unlabeled instances
  • Inductive learning builds a general model from labeled data
  • Transductive is specific, inductive is general
  • Transductive uses both labeled and unlabeled data
  • Inductive can predict any new instance

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