Fold 3 - Understanding why coefficient 4360537 was selected
Tag: SATURDAY SWEATER
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 4360537 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 0 | 3.000003 | 0 | 0 (0) | No | |
| 1789555 | 3.000003 | 0.0.0.5 | 5.0.0.0 (5*71^3) | No |
These are the training products that have the "SATURDAY SWEATER" tag (processing sequence 2011). 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 |
|---|---|---|---|---|---|---|---|
| 10320 | Saturday Sweater with Shoe Lace Bow - Palest Pebble | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10412 | Saturday Sweater - Grey/Pink/Orange | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10414 | Saturday Sweater - Cream | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10340 | Saturday Sweater - Palest Pebble | 1789555 | BEIGE | -2570982 | none | ||
| 10413 | Saturday Sweater - Denim | 0 | BLUE | -4360537 | none |