Tag Coefficient Debug: NAUTICAL ROPE

Fold 4 - Understanding why coefficient 7222 was selected

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Summary

Tag: NAUTICAL ROPE

Selected Coefficient: 7222

Taxonomy Path: 1.4.1

Taxonomy Name:

Products with this tag: 2

Unique residual values tried: 1

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?
72220.0000001.4.11.4.1 (6889 + 4*83 + 1)Yes

Products with this Tag

These are the training products that have the "NAUTICAL ROPE" tag (processing sequence 1826). 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
33645Classic Rope Handmade Keychain by Bran Marion7222none0none
33647Classic Twisted Rope Handmade Keychain7222none0none