Fold 2 - Understanding why coefficient 93695 was selected
Tag: RAILS
Selected Coefficient: 93695
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
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? |
|---|---|---|---|---|---|
| 93695 | 1.000320 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 574252 | 1.000320 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 2047128 | 1.000320 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "RAILS" tag (processing sequence 2389). 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 |
|---|---|---|---|---|---|---|---|
| 1072 | The Sunset - Distress | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | 1953433 | none | |
| 971 | Mara Patchwork | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 480557 | none | |
| 910 | Edina Skirt | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | none | |
| 1035 | Paige | 0 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, BEST SELLER, DATE NIGHT, FIGURE FLATTERING | -93695 | STYLE, SUMMER COLORS |