Tag Coefficient Debug: SKULLS

Fold 0 - Understanding why coefficient 62500 was selected

← Back to Fold 0

Summary

Tag: SKULLS

Selected Coefficient: 62500

Taxonomy Path: 1.6.9

Taxonomy Name:

Products with this tag: 11

Unique residual values tried: 1

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?
625000.0000001.6.99.6.1 (9*83^2 + 6*83 + 1)Yes

Products with this Tag

These are the training products that have the "SKULLS" tag (processing sequence 267). 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
29867Gothic Deserter Skull Ring62500none0RINGS, BIKERS
29868Bling Bling Skull Ring62500none0RINGS, BIKERS
29869Vintage Retro Biker Skull Ring62500none0RINGS, BIKERS
29870Ram Skull Ring62500none0RINGS, BIKERS
29871Vintage Biker Skull Ring62500none0RINGS, BIKERS
29873Zombic Skull Ring62500none0RINGS, BIKERS
29874Serpent Skull Ring62500none0RINGS, BIKERS
29875Gothic Punk Ring62500none0RINGS, BIKERS
29878Baphomet Skull Ring62500none0RINGS, BIKERS
29879The Biker's Skull Ring62500none0RINGS, BIKERS
29880Gothic Skull Ring62500none0RINGS, BIKERS