Tag Coefficient Debug: ADJUSTABLE

Fold 2 - Understanding why coefficient -197329296 was selected

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Summary

Tag: ADJUSTABLE

Selected Coefficient: -197329296

Taxonomy Path: -15.17.18.5.5

Taxonomy Name:

Products with this tag: 7

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?
-1973292965.000000-15.17.18.5.5-5.5.18.17.15 (-(5*79^4 + 5*79^3 + 18*79^2 + 17*79 + 15))Yes
-15166435.000000-1.1.6.3-3.6.1.1 (-(3*79^3 + 6*79^2 + 79 + 1))No
-2033267996.000000-75.15.31.17.5-5.17.31.15.75 (-(5*79^4 + 17*79^3 + 31*79^2 + 15*79 + 75))No
06.00000000 (0)No
687316.0000001.1.1111.1.1 (11*79^2 + 79 + 1)Apparel & Accessories > Clothing > Outfit SetsNo

Products with this Tag

These are the training products that have the "ADJUSTABLE" tag (processing sequence 382). 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
815570's Halter and Skorts - Flannel Green Beige Plaid68731Apparel & Accessories > Clothing > Outfit Setsnone197398027MADE IN USA, SETS, PLAID
897Doozy0FASHION197329296FLATTERING, SLIP DRESS, SUMMER COLORS
7205I LOVE MY DOG TRUCKER MESH CAP-1516643CAP, MESH195812653EMBROIDERED, HAIR
7219MAMA TRUCKER MESH-1516643CAP, MESH195812653EMBROIDERED
272Rise Above Multi Strand Necklace-197329296NECKLACE, CITRINE, GIFT0ALYCIÆNGEL, BOHO, BRIOLETTE, COACHELLA
257Faceted Citrine Drop Necklace-197329296NECKLACE, CITRINE, GIFT0BRIOLETTE, COACHELLA
228St Christopher Medal Rose Quartz Necklace-203326799NECKLACE, PINK, GIFT-5997503ALYCIÆNGEL, BOHO, HEALTH