Tag Coefficient Debug: HEAVYWEIGHT

Fold 4 - 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: 4

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?
-46639375.000002-1.1.13.8-8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1))Yes
-80946595.000009-1.1.13.14-14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1))No
06.00014500 (0)No
880827546.0005810.0.4.71.11.71.4.0.0 (47458321 + 71*83^3 + 4*83^2)No

Products with this Tag

These are the training products that have the "HEAVYWEIGHT" tag (processing sequence 5230). 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 Sweatshirt88082754SWEATSHIRT92746691GRAPHIC PRINT
6832Navy Blue Oversized Sweatshirt0SWEATSHIRT4663937GRAPHIC PRINT
6837Embroidered Black Oversized Hoodie0SWEATSHIRT, HOODIE4663937GRAPHIC PRINT
6840Grey Oversized Sweatshirt0SWEATSHIRT4663937GRAPHIC PRINT
6846Vintage Black Oversized Hoodie0SWEATSHIRT, HOODIE4663937GRAPHIC PRINT
6745Luxury Heavyweight Tee, Black-4663937SHORT_SLEEVED_FIT, TEES0none
6847Luxury Heavyweight Tee, Heather Grey-4663937SHORT_SLEEVED_FIT, TEES0none
6841Luxury Heavyweight Tee, Baby Blue-4663937SHORT_SLEEVED_FIT, TEES0none
6842Luxury Heavyweight, Vintage Black Graphic Tee-4663937SHORT_SLEEVED_FIT, TEES0none
6833Luxury Heavyweight Tee, White-4663937SHORT_SLEEVED_FIT, TEES0none
6836Cream Oversized Sweatshirt-8094659SHOE, SWEATSHIRT-3430722GRAPHIC PRINT