Tag Coefficient Debug: HOT SALE

Fold 3 - Understanding why coefficient -2928893 was selected

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Summary

Tag: HOT SALE

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 4

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?
-29288933.000000-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
03.00000000 (0)No
555233.0000001.1.1111.1.1 (11*71^2 + 71 + 1)Apparel & Accessories > Clothing > Outfit SetsNo
43150133.00000059.69.3.1212.3.69.59 (12*71^3 + 3*71^2 + 69*71 + 59)No

Products with this Tag

These are the training products that have the "HOT SALE" tag (processing sequence 1429). 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
253Caramel Brown Water Wave Lace Front Human Hair Wig Dark Root Lace Front Ombre Color Wig for Women-Amanda Hair431501313*4 LACE FRONT WIGS7243906none
10122Turtleneck Sleeveless Crop Top High Waist Maxi Skirt Satin Set55523Apparel & Accessories > Clothing > Outfit Setsnone2984416none
241Burgundy Straight 13x4 Lace Front Layered Wig Butterfly Haircut #99J Color Wig013*4 LACE FRONT WIGS2928893Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsSTRAIGHT WIGS
245Burnt Orange Straight 13x4 Lace Front Straight Butterfly Haircut Ginger Wig Layered Hair-2928893ORANGE, 13*4 LACE FRONT WIGS0STRAIGHT WIGS