Tag Coefficient Debug: RETAIL-STARTER-PACK

Fold 3 - Understanding why coefficient 5 was selected

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Summary

Tag: RETAIL-STARTER-PACK

Selected Coefficient: 5

Taxonomy Path: 5

Taxonomy Name: Bundles

Products with this tag: 10

Unique residual values tried: 2

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?
53.00000055 (5)BundlesYes
1873897.0000001.2.3030.2.1 (30*79^2 + 2*79 + 1)Apparel & Accessories > Clothing Accessories > WristbandsNo

Products with this Tag

These are the training products that have the "RETAIL-STARTER-PACK" tag (processing sequence 2226). 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
17307The Great Adventurer 5-Pack187389Apparel & Accessories > Clothing Accessories > Wristbandsnone187384none
17019Year of Joy 5-Pack187389Apparel & Accessories > Clothing Accessories > Wristbandsnone187384none
17268Uplifting Reminders 5-Pack187389Apparel & Accessories > Clothing Accessories > Wristbandsnone187384none
16921Women Empowerment 5-Pack5Bundlesnone0none
16994Mom's Best Year 5-Pack5Bundlesnone0none
16903Top Sellers Bundle - 12 Bracelet Designs5Bundlesnone0none
17083Reminders We All Need 5-Pack5Bundlesnone0none
17266Persistence 5-Pack5Bundlesnone0none
16904Top Sellers Bundle - 18 Bracelet Designs5Bundlesnone0none
16905Top Sellers Bundle - 6 Watch Band Designs5Bundlesnone0none