Fold 0 - Understanding why coefficient 5997681 was selected
Tag: SWEATER
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 5997681 | 1.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 1972156 | 5.000000 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No |
These are the training products that have the "SWEATER" tag (processing sequence 2847). 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 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10404 | Scallop Collar Sweater - Beige | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10405 | Savannah Sweater - Black | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10468 | Happy Sweater - Navy | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10480 | Chain Stitch Sweater - Navy | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10528 | Alice Sweater - Camel | 1972156 | CAMEL | -4025525 | none |