Fold 2 - Understanding why coefficient 27822 was selected
Tag: PUNK
Selected Coefficient: 27822
Taxonomy Path: 17.3.4
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 27822 | 5.000000 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | Yes | |
| 0 | 5.000147 | 0 | 0 (0) | No | |
| 571787 | 5.000147 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 3451389 | 5.000290 | 0.0.3.6 | 6.3.0.0 (6*83^3 + 3*83^2) | No | |
| 4663937 | 6.000002 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 5235724 | 6.000002 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "PUNK" tag (processing sequence 5849). 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 |
|---|---|---|---|---|---|---|---|
| 31690 | Skull Tops Harajuku Womens Tank Top | 5235724 | none | 5207902 | SKULL, SEXY WOMENS, CROP TOP | ||
| 31698 | Skull Printed T-shirts Off Shoulder Top | 4663937 | none | 4636115 | SKULL, OFF SHOULDER, CROP TOP | ||
| 31736 | Short Mesh Sleeve Tee Shirt Top | 3451389 | CHEAP | 3423567 | SEXY WOMENS, GOTH | ||
| 31697 | Women Hoodies Embroidery Pullovers | 571787 | CHEAP, HOODIE | 543965 | GOTH | ||
| 26257 | Sunami - 7" + Demo LP | 27822 | none | 0 | none | ||
| 25639 | Wendy O. Willams - Maggots The Record LP BFRSD | 27822 | none | 0 | none | ||
| 25623 | V/A - Studio One Rude Boy RSD 2024 LP | 27822 | none | 0 | none | ||
| 31682 | Gothic Dresses Collar Velvet Buttons Dress | 0 | BLACK DRESS | -27822 | GOTH |