Tag Coefficient Debug: HEAVYWEIGHT

Fold 1 - Understanding why coefficient -4663937 was selected

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Summary

Tag: HEAVYWEIGHT

Selected Coefficient: -4663937

Taxonomy Path: -1.1.13.8

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?
-46639376.000000-1.1.13.8-8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1))Yes
07.00000200 (0)No
40025097.0000050.0.0.77.0.0.0 (7*83^3)No
80946599.0001451.1.13.1414.13.1.1 (14*83^3 + 13*83^2 + 83 + 1)No
961774139.0001451.1.17.2.22.2.17.1.1 (2*83^4 + 2*83^3 + 17*83^2 + 83 + 1)No

Products with this Tag

These are the training products that have the "HEAVYWEIGHT" tag (processing sequence 5223). 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
5886Vintage Black Oversized Sweatshirt96177413none100841350ACTIVEWEAR, PLANT
6832Navy Blue Oversized Sweatshirt8094659none12758596ACTIVEWEAR
6840Grey Oversized Sweatshirt4002509DRESS SHIRT8666446ACTIVEWEAR
6837Embroidered Black Oversized Hoodie0HOODIE4663937ACTIVEWEAR
6836Cream Oversized Sweatshirt0SHOE4663937ACTIVEWEAR
6846Vintage Black Oversized Hoodie0HOODIE4663937ACTIVEWEAR
6745Luxury Heavyweight Tee, Black-4663937SHORT_SLEEVED_FIT, TEES0ACTIVEWEAR
6841Luxury Heavyweight Tee, Baby Blue-4663937SHORT_SLEEVED_FIT, TEES0ACTIVEWEAR
6842Luxury Heavyweight, Vintage Black Graphic Tee-4663937SHORT_SLEEVED_FIT, TEES0ACTIVEWEAR
6847Luxury Heavyweight Tee, Heather Grey-4663937SHORT_SLEEVED_FIT, TEES0ACTIVEWEAR, PLANT
6833Luxury Heavyweight Tee, White-4663937SHORT_SLEEVED_FIT, TEES0ACTIVEWEAR