Fold 2 - Understanding why coefficient 5997681 was selected
Tag: PULLOVER
Selected Coefficient: 5997681
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? |
|---|---|---|---|---|---|
| 5997681 | 1.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 7476798 | 1.000006 | 1.1.13.15 | 15.13.1.1 (15*79^3 + 13*79^2 + 79 + 1) | No | |
| 5972637 | 4.000000 | 0.0.9.12 | 12.9.0.0 (12*79^3 + 9*79^2) | No |
These are the training products that have the "PULLOVER" tag (processing sequence 2371). 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 |
|---|---|---|---|---|---|---|---|
| 14410 | Patchwork Heart in Denim/Khaki | 7476798 | HEARTS | 1479117 | none | ||
| 5745 | Mothercare Christmas Jumper Boys Xmas Festive Fairisle Winter Knitted 7-8 Years | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 14296 | Colorblock | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 14413 | Doodles | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 14411 | Off Kilter Stripe | 5972637 | RED | -25044 | STRIPE |