Tag Coefficient Debug: BABY SHOES

Fold 0 - Understanding why coefficient 4 was selected

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Summary

Tag: BABY SHOES

Selected Coefficient: 4

Taxonomy Path: 4

Taxonomy Name: Baby & Toddler

Products with this tag: 11

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?
40.01265844 (4)Baby & ToddlerYes
1620.1265824.22.4 (2*79 + 4)Baby & Toddler > Baby Gift SetsNo

Products with this Tag

These are the training products that have the "BABY SHOES" tag (processing sequence 1670). 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
6251Baby girl gladiator sandals and headband - Pink162Baby & Toddler > Baby Gift Setsnone158GIRLS SANDALS
6253Baby girls shoes with velvet tie bow - Silver4Baby & Toddlernone0GIRLS SHOES
6254Baby girls shoes with velvet tie bow - Gold4Baby & Toddlernone0GIRLS SHOES
6295Baby girls shoes with velvet tie bow - Black4Baby & Toddlernone0GIRLS SHOES
9159Baby shoes girl suede moccasins - Grey4Baby & Toddlernone0GIRLS SHOES
9262Baby shoes girl suede moccasins - Dark Grey4Baby & Toddlernone0GIRLS SHOES
9269Baby girl leather boots with bow-knot - Off white4Baby & Toddlernone0GIRLS SHOES
9271Baby girl leather boots with bow-knot - Black4Baby & Toddlernone0GIRLS SHOES
9274Toddler girl velcro sandals - Dark Blue4Baby & Toddlernone0GIRLS SANDALS, GIRLS SHOES
6234Girls leather shoes with bow - Beige4Baby & Toddlernone0GIRLS SHOES
9285Toddler girl velcro sandals - Black4Baby & Toddlernone0GIRLS SANDALS, GIRLS SHOES