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  3. Associations

Associations

  • What is an association?
  • Which algorithm does BigML use for Association Discovery?
  • Is there any limitation on fields and instances when creating associations?
  • Which types of fields does BigML support to find associations?
  • How can I interpret an Association Discovery model?
  • How do I know which rules are the most relevant ones? Are there any metrics to summarize all results?
  • Why are certain rules conversely repeated in associations results?
  • What if I need associations for more than 1000 products?
  • What is the difference between lift and leverage?
  • How can I make sure associations are statistically relevant, i.e., they are not found by chance due to the data I'm using?
  • I didn’t get the associations results I was looking for. What else can I do?
  • Why do the BigML associations only admit one item in "consequent"?

Any other questions?

We are happy to help! Please contact us at support@bigml.com and we'll get back to you shortly.

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