Fold 4 - Understanding why coefficient -5423429 was selected
Tag: IN-STOCK
Selected Coefficient: -5423429
Taxonomy Path: -0.0.0.11
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -5423429 | 0.000322 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | Yes | |
| 0 | 0.000322 | 0 | 0 (0) | No | |
| 12482 | 0.000481 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| 68651 | 0.000481 | 0.0.11 | 11.0.0 (11*79^2) | No |
These are the training products that have the "IN-STOCK" tag (processing sequence 1732). 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 |
|---|---|---|---|---|---|---|---|
| 11195 | Emi Slip Midi Skirt | 68651 | DPA-CLOTHING, FINALSALE | 5492080 | SITE-NAV-BOTTOMS, UNDER-50 | ||
| 11181 | 14K Gold Mini Pearl Accent Link Necklace | 12482 | GOLD | 5435911 | NECKLACES | ||
| 11176 | Charity Ribbed Split Hem Midi Dress | 0 | DPA-CLOTHING, FINALSALE | 5423429 | none | ||
| 11175 | Quinn Off-Shoulder Top | -5423429 | DPA-CLOTHING | 0 | none |