Fold 4 - Understanding why coefficient -88324 was selected
Tag: MAMA
Selected Coefficient: -88324
Taxonomy Path: -2.12.14
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -88324 | 2.000000 | -2.12.14 | -14.12.2 (-(14*79^2 + 12*79 + 2)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 159 | 2.000000 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
These are the training products that have the "MAMA" tag (processing sequence 4108). 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 |
|---|---|---|---|---|---|---|---|
| 3488 | RAISING BALLERS DTF TRANSFER | 159 | Apparel & Accessories > Clothing Accessories | none | 88483 | none | |
| 7219 | MAMA TRUCKER MESH | 0 | EMBROIDERED, CAP | 88324 | FOOTBALL | ||
| 20630 | Signature Mama Necklace | -88324 | LETTER, NECKLACE, NORMAL PRICE | 0 | none |