Fold 1 - Understanding why coefficient 1048568 was selected
Tag: CARDIGAN
Selected Coefficient: 1048568
Taxonomy Path: 1.1.10.2
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1048568 | 1.000160 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | Yes |
| 1560330 | 1.000160 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| -4437351 | 2.000000 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | No |
These are the training products that have the "CARDIGAN" tag (processing sequence 150). 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 |
|---|---|---|---|---|---|---|---|
| 372 | Leopard Print Loose Cardigan | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 511762 | none | |
| 375 | Printed Long Sleeve Loose Cardigan | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 0 | none | |
| 10850 | V Neck Cashmere Cardigan In Atlantic Blue | -4437351 | BLUE | -5485919 | none |