Tag Coefficient Debug: HERBS AND VITAMINS

Fold 2 - Understanding why coefficient 240784424 was selected

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Summary

Tag: HERBS AND VITAMINS

Selected Coefficient: 240784424

Taxonomy Path: 13.1.9.6.5

Taxonomy Name:

Products with this tag: 2

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?
2407844240.00000013.1.9.6.55.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)Yes
3357010660.00000013.1.9.6.77.6.9.1.13 (7*83^4 + 6*83^3 + 9*83^2 + 83 + 13)No

Products with this Tag

These are the training products that have the "HERBS AND VITAMINS" tag (processing sequence 4985). 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
1236Vital Teen Boys Multiple335701066none94916642none
1087Moringa Capsules240784424none0none