Fold 2 - Understanding why coefficient 75687 was selected
Tag: RAILS
Selected Coefficient: 75687
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? |
|---|---|---|---|---|---|
| 75687 | 1.000397 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 423516 | 1.000397 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 1492208 | 1.000397 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| -4284850 | 3.000000 | -0.0.69.11 | -11.69.0.0 (-(11*71^3 + 69*71^2)) | No |
These are the training products that have the "RAILS" tag (processing sequence 1137). 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 | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 1416521 | none | |
| 971 | Mara Patchwork | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 347829 | none | |
| 910 | Edina Skirt | 75687 | Apparel & Accessories > Clothing > Skirts | none | 0 | none | |
| 1035 | Paige | -4284850 | CASUAL, BEST DRESS, FIGURE FLATTERING | -4360537 | RETRO, SUMMER COLORS |