Training, Validation and Test Sets

Training Dataset:

  • Used to fit machine learning model
  • To teach or train the machine learning model
  • Model understands pattern and relatioships within dataset

Evaluation Dataset:

  • Used to asses and fine-tune parameters of the model.
  • Tells how model is learning and adapting.

Test Dataset:

  • Unseen dataset
  • For unbiased evaluation of a model fit
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