Tag Coefficient Debug: GRAPHIC

Fold 1 - Understanding why coefficient 2928893 was selected

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Summary

Tag: GRAPHIC

Selected Coefficient: 2928893

Taxonomy Path: 1.1.13.8

Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts

Products with this tag: 5

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?
29288931.0000061.1.13.88.13.1.1 (8*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsYes
32868041.0000081.1.13.99.13.1.1 (9*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > Tank TopsNo
47184481.0000081.1.13.1313.13.1.1 (13*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > HoodiesNo
-30651434.000000-2.3.40.8-8.40.3.2 (-(8*71^3 + 40*71^2 + 3*71 + 2))No

Products with this Tag

These are the training products that have the "GRAPHIC" tag (processing sequence 174). 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
4543Melaninaire Hoodie4718448Apparel & Accessories > Clothing > Clothing Tops > Hoodiesnone1789555C1
4540Forever Racerback Tank3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone357911C1
4537Crush Barriers Unisex T-Shirt2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone0C1
6842Luxury Heavyweight, Vintage Black Graphic Tee2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone0SHORT_SLEEVED_FIT
6745Luxury Heavyweight Tee, Black-3065143DESIGN, BLACK, ROUND-5994036AVAILABLE, SHORT_SLEEVED_FIT