Tag Coefficient Debug: AHLEM

Fold 3 - Understanding why coefficient 219054 was selected

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Summary

Tag: AHLEM

Selected Coefficient: 219054

Taxonomy Path: 66.7.35

Taxonomy Name:

Products with this tag: 11

Unique residual values tried: 5

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?
2190546.00000066.7.3535.7.66 (35*79^2 + 7*79 + 66)Yes
09.00000000 (0)No
40255259.0000001.1.13.88.13.1.1 (8*79^3 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsNo
21906910.0000002.8.3535.8.2 (35*79^2 + 8*79 + 2)No
424459410.0000003.9.48.88.48.9.3 (8*79^3 + 48*79^2 + 9*79 + 3)No

Products with this Tag

These are the training products that have the "AHLEM" tag (processing sequence 406). 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
9166Rue Duroc42445948MM, ACETATE4025540none
9193Rue Amélie4025525Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsGOLD, 8MM, 22K, ACETATE3806471NEW HINGE
9167Rue de Turenne4025525Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsGOLD, 8MM, 22K, ACETATE3806471NEW HINGE
9212Saint Germain219069PINK, 8MM, ACETATE15Luggage & BagsNEW HINGE
9184Place de la Madeleine219054METAL0none
9188Place de la Concorde219054METAL0none
9210Place Dauphine219054METAL0none
9168Place Blanche219054METAL0SQUARE
9185Place de l'Opéra219054METAL0none
9191Rue Berthe0GOLD, PINK, 8MM, 22K, ACETATE-219054CAT-EYE, NEW HINGE
9209Lille0GOLD, PINK, 8MM, 22K, ACETATE-219054none