Tag Coefficient Debug: GIFT SET

Fold 2 - Understanding why coefficient -3957044 was selected

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Summary

Tag: GIFT SET

Selected Coefficient: -3957044

Taxonomy Path: -13.3.2.8

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?
-39570442.000000-13.3.2.8-8.2.3.13 (-(8*79^3 + 2*79^2 + 3*79 + 13))Yes
52.00000055 (5)BundlesNo
53064072.00000056.19.60.1010.60.19.56 (10*79^3 + 60*79^2 + 19*79 + 56)No

Products with this Tag

These are the training products that have the "GIFT SET" tag (processing sequence 3198). 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
3081Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic)5306407ORGANIC, BALANCE, MOTHERS, SLEEP9263451none
11326Crafting wearables + Fabtronic Sewing Set5Bundlesnone3957049none
2992Bathing Babes Sensual Gift Set (Organic)-3957044ORGANIC, AROMATHERAPY0none