Understand the limitations of your dataset and model - Deepstash

Understand the limitations of your dataset and model

  • A model trained to detect correlations should not be used to make causal inferences, or imply that it can. 
  • Machine learning models today are largely a reflection of the patterns of their training data.
  • Communicate limitations to users where possible.

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anikad

Life Is A Marathon| Life Lover

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