Fold 3 - Understanding why coefficient -13778 was selected
Tag: HANDMADE JEWELLERY
Selected Coefficient: -13778
Taxonomy Path: -0.0.2
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? |
|---|---|---|---|---|---|
| -13778 | 1.000145 | -0.0.2 | -2.0.0 (-(2*83^2)) | Yes | |
| 0 | 1.000290 | 0 | 0 (0) | No | |
| -6372409 | 3.000000 | -1.1.12.11 | -11.12.1.1 (-(11*83^3 + 12*83^2 + 83 + 1)) | No |
These are the training products that have the "HANDMADE JEWELLERY" tag (processing sequence 4812). 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 |
|---|---|---|---|---|---|---|---|
| 23271 | O&C TOOTH BAROQUE PEARL NECKLACE WITH GOLD DROP | 0 | PEARL NECKLACE | 13778 | none | ||
| 23269 | Thames pearl pipe earring with hand painting (Cream L) | -13778 | CHARM NECKLACE | 0 | none | ||
| 23270 | Thames pearl pipe earring with hand painting (Cream S) | -13778 | CHARM NECKLACE | 0 | none | ||
| 23266 | TAILORED SLIT TROUSERS | -6372409 | POCKET, TROUSERS | -6358631 | JACKET, BLOUSE, COAT |