Fold 3 - Understanding why coefficient 6387 was selected
Tag: SKULL
Selected Coefficient: 6387
Taxonomy Path: 67.1.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 6387 | 2.000000 | 67.1.1 | 1.1.67 (6241 + 79 + 67) | Yes | |
| 144 | 4.000000 | 65.1 | 1.65 (79 + 65) | No | |
| 56644 | 4.000000 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
These are the training products that have the "SKULL" tag (processing sequence 2725). 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 |
|---|---|---|---|---|---|---|---|
| 8221 | Skull & Rose silver ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 50257 | none | |
| 5131 | Handmade Resin Raven Skull Blue/Purple | 6387 | RESIN | 0 | none | ||
| 5206 | Handmade Resin Skull Teal | 6387 | RESIN | 0 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | 6387 | RESIN | 0 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | 144 | RESIN | -6243 | none |