Fold 4 - Understanding why coefficient 5997681 was selected
Tag: TEDDY
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: 1
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 | 0.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
These are the training products that have the "TEDDY" tag (processing sequence 636). 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 |
|---|---|---|---|---|---|---|---|
| 10287 | Teddy Sweater with Heart Elbow Patch - Biscuit Beige | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SWEATERS AND TOPS | |
| 10288 | Teddy Sweater with Heart Elbow Patch - Cream | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10293 | Teddy Sweater - Pale Pink | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SWEATERS AND TOPS | |
| 10386 | Teddy Sweater - Black | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10387 | Teddy Sweater - Denim | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | DENIM | |
| 10547 | Teddy Sweater - Sky Blue | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none |