Fold 4 - Understanding why coefficient -5972637 was selected
Tag: FINALSALE
Selected Coefficient: -5972637
Taxonomy Path: -0.0.9.12
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -5972637 | 0.000160 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | Yes | |
| -5903986 | 0.000320 | -0.0.77.11 | -11.77.0.0 (-(11*79^3 + 77*79^2)) | No |
These are the training products that have the "FINALSALE" tag (processing sequence 1380). 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 | -5903986 | DPA-CLOTHING | 68651 | IN-STOCK, SITE-NAV-BOTTOMS, UNDER-50 | ||
| 6491 | Pilar Vegan Leather Tie-Front Dress | -5972637 | DPA-CLOTHING | 0 | none | ||
| 11176 | Charity Ribbed Split Hem Midi Dress | -5972637 | DPA-CLOTHING | 0 | IN-STOCK |