Fold 3 - Understanding why coefficient 7058 was selected
Tag: SKULL
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 7058 | 6.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 167 | 7.024096 | 1.2 | 2.1 (2*83 + 1) | No | |
| 7222 | 7.024096 | 1.4.1 | 1.4.1 (6889 + 4*83 + 1) | No | |
| 62500 | 7.024096 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| -27822 | 8.000002 | -17.3.4 | -4.3.17 (-(4*83^2 + 3*83 + 17)) | No | |
| -599609 | 8.000002 | -17.3.4.1 | -1.4.3.17 (-(571787 + 4*83^2 + 3*83 + 17)) | No | |
| 241267 | 9.000000 | 69.1.35 | 35.1.69 (35*83^2 + 83 + 69) | No |
These are the training products that have the "SKULL" tag (processing sequence 5564). 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 |
|---|---|---|---|---|---|---|---|
| 24909 | Punisher American Flag Badge | 241267 | EMBROIDERED | 234209 | none | ||
| 8221 | Skull & Rose silver ring | 62500 | none | 55442 | none | ||
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 7222 | none | 164 | none | ||
| 5131 | Handmade Resin Raven Skull Blue/Purple | 7058 | none | 0 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | 7058 | none | 0 | none | ||
| 5188 | Handmade Resin Skull on Burned Wood | 7058 | none | 0 | none | ||
| 5206 | Handmade Resin Skull Teal | 7058 | none | 0 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | 167 | none | -6891 | none | ||
| 31690 | Skull Tops Harajuku Womens Tank Top | -27822 | CROP TOP, PUNK | -34880 | SEXY WOMENS | ||
| 31698 | Skull Printed T-shirts Off Shoulder Top | -599609 | CROP TOP, PUNK | -606667 | OFF SHOULDER |