Tag Coefficient Debug: NUGGETS NOVELTIES

Fold 1 - Understanding why coefficient -51544274 was selected

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Summary

Tag: NUGGETS NOVELTIES

Selected Coefficient: -51544274

Taxonomy Path: -49.0.1.2.2

Taxonomy Name:

Products with this tag: 4

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?
-515442742.000000-49.0.1.2.2-2.2.1.0.49 (-(2*71^4 + 2*71^3 + 5041 + 49))Yes
-514231703.000000-0.70.47.1.2-2.1.47.70.0 (-(2*71^4 + 357911 + 47*71^2 + 70*71))No
233.0000002323 (23)Sporting GoodsNo

Products with this Tag

These are the training products that have the "NUGGETS NOVELTIES" tag (processing sequence 1052). 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
1220Nuggets Maxie The Miner Pennant23Sporting Goodsnone51544297Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirtsnone
11322023 NBA Playoffs Western Conference Round 1 Dueling Lapel Pin-51423170KSENH121104none
685Nuggets Big Foam Fan Chain - Primary Logo-51544274KSENH0none
1212Nuggets Foam Fan Chain - Pick Axe / Ball Logo-51544274KSENH0none