Fold 1 - Understanding why coefficient 159 was selected
Tag: MAMA
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 159 | 1.000000 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 12482 | 1.000000 | 0.0.2 | 2.0.0 (2*79^2) | No |
These are the training products that have the "MAMA" tag (processing sequence 3287). 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 |
|---|---|---|---|---|---|---|---|
| 20630 | Signature Mama Necklace | 12482 | NECKLACE, MATERIALS_DIAMONDS, PRICES_$300-$400 | 12323 | none | ||
| 3488 | RAISING BALLERS DTF TRANSFER | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none |