Fold 0 - Understanding why coefficient -37921 was selected
Tag: SUMMER22
Selected Coefficient: -37921
Taxonomy Path: -1.6.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -37921 | 2.000160 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | Yes | |
| -31680 | 2.000160 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | No | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 18723 | 2.000160 | 0.0.3 | 3.0.0 (3*79^2) | No |
These are the training products that have the "SUMMER22" tag (processing sequence 2836). 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 |
|---|---|---|---|---|---|---|---|
| 9731 | Braided Ring | 18723 | 14K YELLOW GOLD FILLED | 56644 | Apparel & Accessories > Jewelry > Rings | none | |
| 9265 | Dripping in Pearls Earrings | 0 | 14K YELLOW GOLD FILLED | 37921 | Apparel & Accessories > Jewelry > Earrings | none | |
| 12315 | Classic Jewel Ring - Citrine | -31680 | CITRINE, 14K YELLOW GOLD FILLED | 6241 | none | ||
| 9782 | Chevron Necklace | -37921 | NECKLACE, 14K YELLOW GOLD FILLED | 0 | none |