Fold 0 - Understanding why coefficient 3997585 was selected
Tag: TROUSERS
Selected Coefficient: 3997585
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 8
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 | 2.000400 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 1492208 | 2.000405 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 45441 | 2.000992 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 55523 | 2.000992 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "TROUSERS" tag (processing sequence 122). 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 |
|---|---|---|---|---|---|---|---|
| 2363 | Pinns Pull On Ankle Grazer Trousers | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 2407 | Stretch Magic Trousers | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 1567 | LYNX Organic Cotton Trouser - Purple | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 2336 | Marble White Slim Jeans | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | -2505377 | FITS SIZE 18 | |
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | -3942062 | none | |
| 2408 | Striped Dungarees | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -3952144 | DRESSES | |
| 1067 | Sybil Trogger | 0 | GREEN | -3997585 | none | ||
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS | -3997585 | ACTIVEWEAR, ALL OVER PRINT, BOTTOMS, MADE IN USA |