Tag Coefficient Debug: STRAIGHT WIGS

Fold 3 - Understanding why coefficient -2162435 was selected

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Summary

Tag: STRAIGHT WIGS

Selected Coefficient: -2162435

Taxonomy Path: -59.68.2.6

Taxonomy Name:

Products with this tag: 3

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?
-21624352.000000-59.68.2.6-6.2.68.59 (-(6*71^3 + 2*71^2 + 68*71 + 59))Yes
02.00000000 (0)No
43150132.00000059.69.3.1212.3.69.59 (12*71^3 + 3*71^2 + 69*71 + 59)No

Products with this Tag

These are the training products that have the "STRAIGHT WIGS" tag (processing sequence 1284). 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
334Chestnut Brown Straight Human Hair Wigs 13x4 Lace Front Colored Wig For Black Women-Amanda Hair431501313*4 LACE FRONT WIGS6477448none
241Burgundy Straight 13x4 Lace Front Layered Wig Butterfly Haircut #99J Color Wig013*4 LACE FRONT WIGS2162435none
410Colorful Straight Lace Frontal/Closure Transaparent Wigs Transparent HD Lace Wigs Pre-plucked with Baby Hair-2162435NEW ARRIVAL0none