Fold 2 - Understanding why coefficient -37921 was selected
Tag: 5TH ANNIVERSARY
Selected Coefficient: -37921
Taxonomy Path: -1.6.6
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? |
|---|---|---|---|---|---|
| -37921 | 1.000160 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | Yes | |
| -19198 | 1.000160 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "5TH ANNIVERSARY" tag (processing sequence 326). 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 |
|---|---|---|---|---|---|---|---|
| 9565 | Raw Turquoise - Leather Bracelet | 0 | 11TH ANNIVERSARY | 37921 | Apparel & Accessories > Jewelry > Earrings | GREEN CRYSTAL | |
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | -19198 | CHARM NECKLACE, 11TH ANNIVERSARY | 18723 | CHAIN LENGTH 18" | ||
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | -37921 | 11TH ANNIVERSARY, 1ST ANNIVERSARY, 50TH ANNIVERSARY | 0 | GOLD EARRINGS, DROP EARRINGS |