Fold 2 - Understanding why coefficient 3532486 was selected
Tag: CHANEL
Selected Coefficient: 3532486
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
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? |
|---|---|---|---|---|---|
| 3532486 | 2.000002 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| 6983759 | 2.000002 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 568 | 3.000000 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
These are the training products that have the "CHANEL" tag (processing sequence 4362). 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 |
|---|---|---|---|---|---|---|---|
| 17900 | CHANEL 2001 Fall Mademoiselle-print sweatshirt #40 | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 3451273 | none | |
| 17907 | CHANEL 1998 Beige Striped Top #38 | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 17908 | CHANEL 2005 Premiere Edition Hip Bag Tweed | 568 | Luggage & Bags > Fanny Packs | none | -3531918 | none | |
| 9612 | Chanel No. 5 Card by Janet Karp | 0 | CARD | -3532486 | none |