Fold 3 - 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: 3
Unique residual values tried: 3
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 | 1.000198 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 1492208 | 1.000198 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| -2303451 | 2.000000 | -69.66.30.6 | -6.30.66.69 (-(6*71^3 + 30*71^2 + 66*71 + 69)) | No |
These are the training products that have the "RAILS" tag (processing sequence 1138). 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 | |
| 910 | Edina Skirt | 75687 | Apparel & Accessories > Clothing > Skirts | none | 0 | none | |
| 1035 | Paige | -2303451 | CASUAL, ATTIRE, BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING | -2379138 | WOMENS |