Fold 0 - Understanding why coefficient -8071331495 was selected
Tag: MERMAID
Selected Coefficient: -8071331495
Taxonomy Path: -64.82.80.5.4.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -8071331495 | 1.000000 | -64.82.80.5.4.2 | -2.4.5.80.82.64 (-(2*83^5 + 4*83^4 + 5*83^3 + 80*83^2 + 82*83 + 64)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "MERMAID" tag (processing sequence 5037). 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 |
|---|---|---|---|---|---|---|---|
| 7253 | Teal-Purple-Lime Green Sprinkles (Jimmies) | 0 | SUGAR STRANDS, KOSHER, COLOR_PURPLE | 8071331495 | none | ||
| 13608 | Cute Mermaid Sea Number 11 Applique HB095 | -8071331495 | APPLIQUE | 0 | none |