Fold 1 - Understanding why coefficient 41833 was selected
Tag: HANDMADE JEWELLERY
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
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? |
|---|---|---|---|---|---|
| 41833 | 2.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 5710981 | 3.000145 | 0.0.82.9 | 9.82.0.0 (9*83^3 + 82*83^2) | No |
These are the training products that have the "HANDMADE JEWELLERY" tag (processing sequence 3901). 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 |
|---|---|---|---|---|---|---|---|
| 23266 | TAILORED SLIT TROUSERS | 5710981 | BLOUSE | 5669148 | KNITWEAR, POCKET, JACKET, SHIRT, TROUSERS | ||
| 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 | ||
| 23270 | Thames pearl pipe earring with hand painting (Cream S) | 41833 | none | 0 | none | ||
| 23271 | O&C TOOTH BAROQUE PEARL NECKLACE WITH GOLD DROP | 0 | PEARL NECKLACE | -41833 | none |