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Efficient Decision Trees: Creating Rules for Action

Learn how to build decision trees with rules and conditions to drive strategic actions. Explore decision table templates and examples to understand mapping conditions to relevant outcomes accurately.

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Efficient Decision Trees: Creating Rules for Action

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  1. Decision Trees action(s) action(s) action(s) rule 1 rule 2 rule n condition n condition n condition n condition n condition n condition n condition n condition n condition n rule 1 rule 2 rule n rule 1 rule 2 rule n rule 1 rule 2 rule n action(s) action(s) action(s) rule 1 rule 2 rule n rule 1 rule 2 rule n condition 2 condition 2 condition 2 rule 1 rule 2 rule n action(s) action(s) action(s) rule 1 rule 2 rule n action(s) action(s) action(s) rule 1 rule 2 rule n action(s) action(s) action(s) condition 1 rule 1 rule 2 rule n action(s) action(s) action(s) rule 1 rule 2 rule n action(s) action(s) action(s) rule 1 rule 2 rule n action(s) action(s) action(s) rule 1 rule 2 rule n action(s) action(s) action(s) Decision Tree template

  2. Decision Tables Conditions Rules 1. 2. 3. 4. 5. 6. 7. 8. etc.. 1... 2... 3... 4... 5... etc... Actions 1... 2... 3... etc... Decision Table template

  3. Decision Table Example #1 Rules 1 2 3 4 5 Y X Percent >=90% 89% >= Percent >= 80% 79% >= Percent >= 70% 69% >= Percent >= 60% 59% >= Percent Y X Conditions Y X Y X Y X Grade = A Grade = B Grade = C Grade = D Grade = F Actions Do the conditions cover all possible cases?

  4. Decision Table Example #2 Rules 1 2 3 4 5……... Y - - - - - Y X N Cash - - - - - X N CrCd Y Y Y - - X N Check - - - Y - X Registration Fee = 0? Payment Type Credit Card # Input? C.C. Expire Date Input? C.C. Cardholder Name Input? Bank Check Number Input? Remarks by User Input? Conditions Activate POST Button Deactivate POST Button Actions X……..

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