Tag Coefficient Debug: HUMOR

Fold 4 - Understanding why coefficient 5186 was selected

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Summary

Tag: HUMOR

Selected Coefficient: 5186

Taxonomy Path: 3.2.1

Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts

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?
51862.0000003.2.11.2.3 (5041 + 2*71 + 3)Arts & Entertainment > Hobbies & Creative Arts > Arts & CraftsYes
769610294.00000011.1.2.2.33.2.2.1.11 (3*71^4 + 2*71^3 + 2*71^2 + 71 + 11)No
769712564.00000014.3.4.2.33.2.4.3.14 (3*71^4 + 2*71^3 + 4*71^2 + 3*71 + 14)Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual ArtworkNo

Products with this Tag

These are the training products that have the "HUMOR" tag (processing sequence 860). 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
3899Welcome - Extend greetings to the technical, and not, for your home or office - Cooler76971256Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artworknone76966070none
3900Welcome - Extend greetings to the technical, and not, for your home or office - Warmer76961029ROCKWELL76955843none
4163Computer Bug, "The Butterfly"5186Arts & Entertainment > Hobbies & Creative Arts > Arts & Craftsnone0none
4164Computer Bug, "The Firefly"5186Arts & Entertainment > Hobbies & Creative Arts > Arts & Craftsnone0none
4165Computer Bug, "The Hornet"5186Arts & Entertainment > Hobbies & Creative Arts > Arts & Craftsnone0none