Tag Coefficient Debug: FREEAFFIRMATION

Fold 2 - Understanding why coefficient 5 was selected

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Summary

Tag: FREEAFFIRMATION

Selected Coefficient: 5

Taxonomy Path: 5

Taxonomy Name: Bundles

Products with this tag: 11

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?
54.00000055 (5)BundlesYes
1502037.00016024.5.2424.5.24 (24*79^2 + 5*79 + 24)Toys & Games > Toys > Toy Gift BasketsNo
66607.00048124.5.11.5.24 (6241 + 5*79 + 24)Toys & Games > Toys > Activity ToysNo

Products with this Tag

These are the training products that have the "FREEAFFIRMATION" tag (processing sequence 2549). 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
17281Series 3-Pack - July 2022150203Toys & Games > Toys > Toy Gift Basketsnone150198PACK:SERIES, ALLSERIESPACKS, EU-ONLY
17282Series 3-Pack - September 2022150203Toys & Games > Toys > Toy Gift Basketsnone150198PACK:SERIES, ALLSERIESPACKS, EU-ONLY
17283Series Mystery 3-Pack150203Toys & Games > Toys > Toy Gift Basketsnone150198PACK:SERIES
16920Winter Solstice - Mystery 3-Pack6660Toys & Games > Toys > Activity Toysnone6655EU-ONLY
17267Rubber Ducky Goldies5Bundlesnone0none
17271Prepaid Grandfathered Mystery 4-Pack5Bundlesnone0none
17280Series 3-Pack - August 20225Bundlesnone0PACK:SERIES, ALLSERIESPACKS, EU-ONLY
17284Series Pack - February 20235Bundlesnone0PACK:SERIES, ALLSERIESPACKS
16995Feel-Good 4-Pack5Bundlesnone0none
17047Grandfathered Mystery 3-Pack5Bundlesnone0none
17048Guaranteed Goldie Mystery 3-Pack5Bundlesnone0none