Fold 2 - Understanding why coefficient -1897264 was selected
Tag: IN-STOCK
Selected Coefficient: -1897264
Taxonomy Path: -0.0.67.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1897264 | 0.000320 | -0.0.67.3 | -3.67.0.0 (-(3*79^3 + 67*79^2)) | Yes | |
| -1529045 | 0.000320 | -0.0.8.3 | -3.8.0.0 (-(3*79^3 + 8*79^2)) | No | |
| 0 | 0.000320 | 0 | 0 (0) | 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 |
|---|---|---|---|---|---|---|---|
| 11176 | Charity Ribbed Split Hem Midi Dress | 0 | 50-100, FINALSALE | 1897264 | none | ||
| 11224 | Solange Semi-Sheer Crinkled Maxi Dress | -1529045 | BLUE, 100-150 | 368219 | SIZE-EXTRA-LARGE | ||
| 6492 | Syd Pinstripe Tailored Skort | -1897264 | BLUE, FINALSALE | 0 | SITE-NAV-BOTTOMS, SITE-NAV-WEEKEND, UNDER-50 |