Tag Coefficient Debug: MINI DRESS

Fold 3 - Understanding why coefficient -4025525 was selected

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Summary

Tag: MINI DRESS

Selected Coefficient: -4025525

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 1

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?
-40255250.000000-1.1.13.8-8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1))Yes

Products with this Tag

These are the training products that have the "MINI DRESS" tag (processing sequence 2076). 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
13274Basic Striped long Sleeves Mini Dress-4025525COTTON DRESS SHIRT, COTTON TSHIRT0none