Fold 0 - Understanding why coefficient 41833 was selected
Tag: HANDMADE JEWELLERY
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 41833 | 2.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes | |
| -97369294 | 3.000000 | -2.2.24.4.2 | -2.4.24.2.2 (-(2*83^4 + 4*83^3 + 24*83^2 + 2*83 + 2)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HANDMADE JEWELLERY" tag (processing sequence 4766). 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 |
|---|---|---|---|---|---|---|---|
| 23264 | O&C SUN & TOOTH PEARL EARRINGS | 41833 | none | 0 | none | ||
| 23269 | Thames pearl pipe earring with hand painting (Cream L) | 41833 | none | 0 | none | ||
| 23271 | O&C TOOTH BAROQUE PEARL NECKLACE WITH GOLD DROP | 0 | PEARL NECKLACE | -41833 | none | ||
| 23266 | TAILORED SLIT TROUSERS | -97369294 | KNITWEAR, BLOUSE, JACKET | -97411127 | POCKET, TROUSERS |