Fold 0 - Understanding why coefficient -31205 was selected
Tag: PERIDOTS
Selected Coefficient: -31205
Taxonomy Path: -0.0.5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -31205 | 2.000160 | -0.0.5 | -5.0.0 (-(5*79^2)) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| 37921 | 3.000160 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 50403 | 3.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "PERIDOTS" tag (processing sequence 3713). 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 |
|---|---|---|---|---|---|---|---|
| 19333 | Harbor Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 81608 | none | |
| 20640 | Maleficent Hoops with stones | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 69126 | Apparel & Accessories > Jewelry > Watches | MALEFICENT |
| 20696 | Bloom Necklace | 0 | FEARLESS, ELEGANCE, BESTSELLERS | 31205 | none | ||
| 20644 | Fearless Earrings with stones | -31205 | DANGLES, FEARLESS, BESTSELLERS | 0 | CLASSIC | ||
| 20651 | Drift Bracelet with assorted stones | -31205 | FEARLESS, ELEGANCE, BESTSELLERS | 0 | none |