Tag Coefficient Debug: DELICATE

Fold 0 - Understanding why coefficient -1928636 was selected

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Summary

Tag: DELICATE

Selected Coefficient: -1928636

Taxonomy Path: -9.2.72.3

Taxonomy Name:

Products with this tag: 4

Unique residual values tried: 4

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?
-19286363.000000-9.2.72.3-3.72.2.9 (-(3*79^3 + 72*79^2 + 2*79 + 9))Yes
-566443.000000-1.6.9-9.6.1 (-(9*79^2 + 6*79 + 1))No
-552953.000000-74.67.8-8.67.74 (-(8*79^2 + 67*79 + 74))No
03.00000000 (0)No

Products with this Tag

These are the training products that have the "DELICATE" tag (processing sequence 4347). 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
2776Dark Chocolate Bars with Cocoa Nibs0CHOCOEVE1928636none
20167Umbrella Rubber and Foot for Singer 114W103 and Cornely Chainstitch Machines-55295SATIN1873341none
1457Bezel Set Spessartite Garnet Solitaire Ring-566447, ENGAGEMENT RINGS1871992none
2777Pili Nut Clusters-1928636DARK CHOCOLATE, CHOCOEVE0none