Fold 4 - Understanding why coefficient 2964555 was selected
Tag: WOMAN
Selected Coefficient: 2964555
Taxonomy Path: 1.1.1.6
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Sports Bras
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 2964555 | 1.000162 | 1.1.1.6 | 6.1.1.1 (6*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Sports Bras | Yes |
| 78399522 | 1.000162 | 1.1.1.1.2 | 2.1.1.1.1 (2*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Leggings | No |
| 6983759 | 1.000320 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -56732 | 3.000000 | -10.7.9 | -9.7.10 (-(9*79^2 + 7*79 + 10)) | No |
These are the training products that have the "WOMAN" tag (processing sequence 3098). 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 |
|---|---|---|---|---|---|---|---|
| 9053 | Pretty Young Thing Leggings 4 Colors | 78399522 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Leggings | none | 75434967 | none | |
| 1526 | 60s Floral Jacquard Dress | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | APPAREL, DRESSES, FEMALE | 4019204 | none | |
| 9067 | Active Sports Bra | 2964555 | Apparel & Accessories > Clothing > Activewear > Sports Bras | none | 0 | none | |
| 1460 | Aniela Dress in Blush | -56732 | APPAREL, CLOTHING, DRESSES, FEMALE, WAREHOUSE SALE | -3021287 | none |