Tag Coefficient Debug: COACHELLA

Fold 2 - Understanding why coefficient -3297113 was selected

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Summary

Tag: COACHELLA

Selected Coefficient: -3297113

Taxonomy Path: -15.4.15.9

Taxonomy Name:

Products with this tag: 5

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?
-32971134.000000-15.4.15.9-9.15.4.15 (-(9*71^3 + 15*71^2 + 4*71 + 15))Yes
04.00000000 (0)No
3682204.00000014.3.2.11.2.3.14 (357911 + 2*71^2 + 3*71 + 14)Home & Garden > Decor > Artificial Flora > Artificial Flowering PlantsNo
40329054.00000034.1.19.1111.19.1.34 (11*71^3 + 19*71^2 + 71 + 34)No
47693504.00000067.7.23.1313.23.7.67 (13*71^3 + 23*71^2 + 7*71 + 67)No

Products with this Tag

These are the training products that have the "COACHELLA" tag (processing sequence 904). 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
272Rise Above Multi Strand Necklace4769350NECKLACE, GIFT, ADJUSTABLE, ALYCIÆNGEL, BRIOLETTE8066463MOONSTONE, CITRINE
271Intention Bracelet (Large)4032905BRACELET, GIFT, AMETHYST, ALYCIÆNGEL7330018MOONSTONE, CITRINE
257Faceted Citrine Drop Necklace368220Home & Garden > Decor > Artificial Flora > Artificial Flowering PlantsNECKLACE, GIFT, ADJUSTABLE, BRIOLETTE3665333CITRINE
251Citrine Cluster Earrings0EARRINGS, GIFT, BRIOLETTE3297113CITRINE
269Howlite Rectangle Mixed Chain Necklace-3297113NECKLACE, WHITE, GIFT0none