Tag Coefficient Debug: GREEN COTTON ROPE

Fold 4 - Understanding why coefficient -263 was selected

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Summary

Tag: GREEN COTTON ROPE

Selected Coefficient: -263

Taxonomy Path: -14.3

Taxonomy Name:

Products with this tag: 5

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?
-2632.000000-14.3-3.14 (-(3*83 + 14))Yes
415973.00014514.3.66.3.14 (6*83^2 + 3*83 + 14)No
3929363.00014514.3.5757.3.14 (57*83^2 + 3*83 + 14)No

Products with this Tag

These are the training products that have the "GREEN COTTON ROPE" tag (processing sequence 3987). 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
130725mm Cotton Cord TURQUOISE 100m392936none393199MACRAME CORD 5MM
147885mm Cotton Cord GRASS GREEN 100m41597none41860CORD FOR POUFFES, MACRAME CORD 5MM
147653mm Cotton Cord PETROL 100m-263GREEN MACRAME CORD, COTTON CORD MACRAME0none
147723mm Cotton Cord GOLDEN KIWI 100m-263GREEN MACRAME CORD, COTTON CORD MACRAME0none
147733mm Cotton Cord GRASS GREEN 100m-263GREEN MACRAME CORD, COTTON CORD MACRAME0none