Tag Coefficient Debug: XLARGE

Fold 3 - Understanding why coefficient -119814878 was selected

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Summary

Tag: XLARGE

Selected Coefficient: -119814878

Taxonomy Path: -2.2.1.6.3

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 5

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?
-1198148784.000000-2.2.1.6.3-3.6.1.2.2 (-(3*79^4 + 6*79^3 + 6241 + 2*79 + 2))Yes
-808647974.000000-2.2.1.6.2-2.6.1.2.2 (-(2*79^4 + 6*79^3 + 6241 + 2*79 + 2))No
04.00000000 (0)No
389500814.0000000.0.0.0.11.0.0.0.0 (38950081)No
779001624.0000000.0.0.0.22.0.0.0.0 (2*79^4)No

Products with this Tag

These are the training products that have the "XLARGE" tag (processing sequence 3547). 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
3876Vine Twist Log77900162SHOP: SHREDDERS, SHOP: FOOT TOYS197715040SMALL
3837Textured Animals38950081SHOP: FOOT TOYS158764959Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging ToysSMALL
3882Wood Barrel Beads0SHOP: WOOD119814878Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toysnone
3887Wood Oval Beads0SHOP: WOOD119814878Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toysnone
3863Vine Sample Pack-80864797SHOP: FORAGING TOYS, SHOP: SHREDDERS, SHOP: FOOT TOYS38950081none
3885Wood Handle-80864797SHOP: WOOD, SHOP: FOOT TOYS38950081SMALL
3862Vine Ring-119814878SHOP: FORAGING TOYS, SHOP: SHREDDERS, SHOP: FOOT TOYS0none
3855Vine Balls-119814878SHOP: FORAGING TOYS, SHOP: SHREDDERS, SHOP: FOOT TOYS0none