Fold 3 - Understanding why coefficient 3997585 was selected
Tag: PANTS
Selected Coefficient: 3997585
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 3997585 | 2.000006 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 1492208 | 2.000008 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 2565941 | 2.000008 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 942523 | 5.000000 | 69.68.44.2 | 2.44.68.69 (2*71^3 + 44*71^2 + 68*71 + 69) | No |
These are the training products that have the "PANTS" tag (processing sequence 1087). 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 |
|---|---|---|---|---|---|---|---|
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6143 | Hannah Linen Drawstring Pant - Black | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 1067 | Sybil Trogger | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | -1431644 | TROUSERS | |
| 349 | Curvy Jeans | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | -2505377 | none | |
| 5220 | Airbrush Pink Lightning Joggers Design | 942523 | WHITE, BOTTOMS, CROP TOPS, NEON | -3055062 | none | ||
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS, ALL OVER PRINT, BOTTOMS, MADE IN USA | -3997585 | SUBLIMATION, TROUSERS |