Tag Coefficient Debug: ELEGANT DRESSES

Fold 0 - Understanding why coefficient -20236 was selected

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Summary

Tag: ELEGANT DRESSES

Selected Coefficient: -20236

Taxonomy Path: -1.1.4

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?
-202367.000000-1.1.4-4.1.1 (-(4*71^2 + 71 + 1))Yes
07.00000000 (0)No
-653823410.000000-57.0.19.18-18.19.0.57 (-(18*71^3 + 19*71^2 + 57))No
-363081310.000000-15.18.10.10-10.10.18.15 (-(10*71^3 + 10*71^2 + 18*71 + 15))No
2023610.0000001.1.44.1.1 (4*71^2 + 71 + 1)Apparel & Accessories > Clothing > DressesNo

Products with this Tag

These are the training products that have the "ELEGANT DRESSES" tag (processing sequence 697). 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
1044Porter20236Apparel & Accessories > Clothing > Dressesnone40472MINI DRESSES
881Devi- Pink0COLORFUL DRESSES20236Apparel & Accessories > Clothing > DressesMINI DRESSES
871Daskur Pleated Slip Dress0COLORFUL DRESSES20236Apparel & Accessories > Clothing > DressesESSENTIEL ANTWERP
932Gem -Pink Check0COLORFUL DRESSES20236Apparel & Accessories > Clothing > Dressesnone
937Giuliana -Navy0BEST DRESS20236Apparel & Accessories > Clothing > Dressesnone
1051Rosheen -Red-20236BEST DRESS, COLORFUL DRESSES0none
875Delfina-20236BEST DRESS, COLORFUL DRESSES0none
907Dua-20236BEST DRESS, COLORFUL DRESSES0none
924Fleur-20236BEST DRESS, COLORFUL DRESSES0MAXI DRESSES
994Kristen -Navy-3630813NAVY, BEST DRESS, BOHEMIAN STYLE-3610577MAXI DRESSES
1068Syd-6538234BROWN, EASY-6517998FRAILS