Tutorvo

From Rules to Cross-Selling: Expected Uplift per Recommendation

Lesson 8 of 818 minLab

This lesson is part of the course

In this lesson

You turn five rules into a cross-selling plan: how many baskets can still receive the recommendation, how many extra units it sells, what that is worth after the coupon, and which rule to roll out first.

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Lessons in this course

  1. Baskets as 0/1 Rows: Item Frequency and SupportLab12 min Locked
  2. Pair Support with SUMPRODUCT: the Co-Occurrence MatrixLab18 min Locked
  3. Confidence A → B: How Often B Follows ALab15 min Locked
  4. Lift: Is the Rule Better than Chance?Lab18 min Locked
  5. Leverage and Conviction: Size and Direction of a RuleLab15 min Locked
  6. Filtering Rules by Minimum Support and Confidence, Ranking by LiftLab18 min Locked
  7. The Apriori Idea: Pruning 3-Item Sets Before You Count ThemLab20 min Locked
  8. From Rules to Cross-Selling: Expected Uplift per RecommendationLab18 min Locked