Fold 1 - Understanding why coefficient 5997681 was selected
Tag: EASY
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 5997681 | 3.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 574252 | 3.000006 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "EASY" tag (processing sequence 2755). 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 |
|---|---|---|---|---|---|---|---|
| 920 | Felize | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | TOPS, CLASSIC | |
| 1023 | Moss Stripe Crew | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | TOPS, CLASSIC | |
| 857 | Clarkson | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | TOPS, CLASSIC | |
| 893 | Dolan | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -5423429 | TOPS, CLASSIC | |
| 824 | Astoria | 0 | SOFT SWEATERS | -5997681 | TOPS, CLASSIC | ||
| 828 | Augusta Crinkle | 0 | SWIMSUIT | -5997681 | REINA OLGA, FUN | ||
| 1068 | Syd | 0 | CUTE DRESSES | -5997681 | none |