Fold 1 - Understanding why coefficient -40755 was selected
Tag: JUNE BIRTHSTONE
Selected Coefficient: -40755
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -40755 | 1.000000 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | Yes | |
| 15123 | 1.000000 | 0.0.3 | 3.0.0 (3*71^2) | No |
These are the training products that have the "JUNE BIRTHSTONE" tag (processing sequence 1541). 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 |
|---|---|---|---|---|---|---|---|
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 15123 | RAINBOW MOONSTONE, CHAIN MATERIAL ANTIQUE BRONZE | 55878 | Apparel & Accessories > Jewelry > Watches | none | |
| 9133 | Rainbow Moonstone Stud Earrings | -40755 | STUD EARRINGS, RAINBOW MOONSTONE | 0 | none |