Tag Coefficient Debug: 50VG

Fold 3 - Understanding why coefficient 92 was selected

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Summary

Tag: 50VG

Selected Coefficient: 92

Taxonomy Path: 9.1

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?
921.0120489.11.9 (83 + 9)Yes
6202681.0120489.3.7.11.7.3.9 (571787 + 7*83^2 + 3*83 + 9)No
2622.00000013.33.13 (3*83 + 13)No

Products with this Tag

These are the training products that have the "50VG" tag (processing sequence 6189). 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
29614Fat King Blackcurrant Lemonade 50ml620268none620176none
25503Blueberry Pomegranate Nic Salt e-Liquid by Pod Salt262none170none
29713Fat King Blueberg 50ml92none0none