Tag Coefficient Debug: PERFECT

Fold 1 - Understanding why coefficient -40755 was selected

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Summary

Tag: PERFECT

Selected Coefficient: -40755

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 6

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?
-407554.000000-1.6.8-8.6.1 (-(8*71^2 + 6*71 + 1))Yes
43197824.0140850.66.4.1212.4.66.0 (12*71^3 + 4*71^2 + 66*71)No
68701734.0140850.61.13.1919.13.61.0 (19*71^3 + 13*71^2 + 61*71)No
252165.00000011.0.55.0.11 (5*71^2 + 11)No
43605375.0000001.1.13.1212.13.1.1 (12*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > SweatersNo

Products with this Tag

These are the training products that have the "PERFECT" tag (processing sequence 1087). 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
250Charmed Mandala Necklace6870173CITRINE, BRIOLETTE, CIRCLE, DAINTY, GEMSTONES6910928HANDMADE
257Faceted Citrine Drop Necklace4360537Apparel & Accessories > Clothing > Clothing Tops > SweatersCITRINE, BRIOLETTE, COACHELLA, DAINTY4401292HANDMADE
251Citrine Cluster Earrings4319782EARRINGS, CITRINE, BRIOLETTE, COACHELLA, DAINTY4360537Apparel & Accessories > Clothing > Clothing Tops > SweatersHANDMADE
258Give the gift of choice!25216ALYCIÆNGEL65971none
270Intention Bracelet (Small)-40755CITRINE, ALYCIÆNGEL, BRACELET, COACHELLA, GEMSTONES0none
271Intention Bracelet (Large)-40755CITRINE, ALYCIÆNGEL, BRACELET, COACHELLA, GEMSTONES0none