Fold 2 - Understanding why coefficient 4360537 was selected
Tag: SWEATER
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 4
Unique residual values tried: 2
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 | 1.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 1119102 | 3.000000 | 0.0.9.3 | 3.9.0.0 (3*71^3 + 9*71^2) | No |
These are the training products that have the "SWEATER" tag (processing sequence 139). 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 |
|---|---|---|---|---|---|---|---|
| 354 | Twist Back Sweater | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10404 | Scallop Collar Sweater - Beige | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEIGE | |
| 10406 | Savannah Sweater - Navy | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 1021 | Moss Stripe Cardi | 1119102 | LIGHTWEIGHT | -3241435 | BRIGHT, COLORFUL |