Tag Coefficient Debug: ORANGE-WINES

Fold 1 - Understanding why coefficient -3457602 was selected

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Summary

Tag: ORANGE-WINES

Selected Coefficient: -3457602

Taxonomy Path: -9.1.1.7

Taxonomy Name:

Products with this tag: 6

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?
-34576021.000000-9.1.1.7-7.1.1.9 (-(7*79^3 + 6241 + 79 + 9))Yes
05.00000000 (0)No

Products with this Tag

These are the training products that have the "ORANGE-WINES" tag (processing sequence 557). 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
14959Skin Contact Orange Wine Can 250ml0WHITE-WINE3457602Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Winenone
14885Folk Vino Bianco 2022-3457602ORGANIC-WINES, WHITE-WINE0none
14912Leptir Orange 2022-3457602ORGANIC-WINES, WHITE-WINE0none
14931Orange Cubique Francois 2023-3457602ORGANIC-WINES, WHITE-WINE0none
14932Orange Verdil 2023-3457602ORGANIC-WINES, WHITE-WINE0none
14940Pinot Gris Carbonic Maceration 2022-3457602ORGANIC-WINES, WHITE-WINE0none