Tag Coefficient Debug: APPEXCLUSIVE2024

Fold 1 - Understanding why coefficient 187384 was selected

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Summary

Tag: APPEXCLUSIVE2024

Selected Coefficient: 187384

Taxonomy Path: 75.1.30

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 3

Candidate Coefficients Tried

The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.

Candidate Value Total P-adic Loss Taxonomy Path P-adic Expansion Taxonomy Name Selected?
1873844.00000075.1.3030.1.75 (30*79^2 + 79 + 75)Yes
05.00000000 (0)No
1737.00000015.22.15 (2*79 + 15)Luggage & Bags > BriefcasesNo

Products with this Tag

These are the training products that have the "APPEXCLUSIVE2024" tag (processing sequence 2953). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.

Product ID Title Residual Before Taxonomy Before Tags Already Processed Residual After Taxonomy After Tags Not Yet Processed
17058Inner Peace 5-Pack187384RETAIL-STARTER-PACK0none
17307The Great Adventurer 5-Pack187384RETAIL-STARTER-PACK0none
17268Uplifting Reminders 5-Pack187384RETAIL-STARTER-PACK0none
17017Best Year Yet Kids 5-Pack187384RETAIL-STARTER-PACK0none
16917Scripture Based 5-Pack173Luggage & Bags > BriefcasesRETAIL-STARTER-PACK-187211none
17020Better Each Year 5-Pack0RETAIL-STARTER-PACK-187384none
16994Mom's Best Year 5-Pack0RETAIL-STARTER-PACK-187384none
16921Women Empowerment 5-Pack0RETAIL-STARTER-PACK-187384none