Tag Coefficient Debug: CRYSTAL CHARM

Fold 4 - Understanding why coefficient -122265 was selected

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Summary

Tag: CRYSTAL CHARM

Selected Coefficient: -122265

Taxonomy Path: -3.18.24

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?
-1222650.000000-3.18.24-24.18.3 (-(24*71^2 + 18*71 + 3))Yes

Products with this Tag

These are the training products that have the "CRYSTAL CHARM" tag (processing sequence 991). 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
9132Rainbow Moonstone Necklace - Sterling Silver Lotus Pendant-122265CHARM NECKLACE, PENDANT NECKLACE, RAINBOW MOONSTONE, ADD A STERLING SILVER CHAIN? 16 INCH CHAIN0none