Fold 3 - Understanding why coefficient 40755 was selected
Tag: 12TH ANNIVERSARY
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 40755 | 3.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| -2969648 | 5.000000 | -2.7.21.8 | -8.21.7.2 (-(8*71^3 + 21*71^2 + 7*71 + 2)) | No | |
| 5 | 5.000000 | 5 | 5 (5) | Bundles | No |
| 66372 | 5.000000 | 58.11.13 | 13.11.58 (13*71^2 + 11*71 + 58) | No |
These are the training products that have the "12TH ANNIVERSARY" tag (processing sequence 254). 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 |
|---|---|---|---|---|---|---|---|
| 8875 | Black Fossil Pendant - Men's Necklace | 66372 | SILVER | 25617 | 20TH ANNIVERSARY, 2ND ANNIVERSARY, 35TH ANNIVERSARY, 55TH ANNIVERSARY | ||
| 9041 | Citrine & Pearl - Charm Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9180 | Peridot & Pearl - Charm Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9456 | Sapphire & Pearl - Charm Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9028 | New Beginnings Crystals - Bundle Bags | 5 | Bundles | none | -40750 | 35TH ANNIVERSARY | |
| 9353 | Raw Green BC Jade Necklace - Antique Bronze and Gold | -2969648 | GOLD, CRYSTAL NECKLACE, WOMEN | -3010403 | 2021 JEWELRY SET, 35TH ANNIVERSARY |