Fold 0 - Understanding why coefficient -2458954 was selected
Tag: SITE-NAV-BOTTOMS
Selected Coefficient: -2458954
Taxonomy Path: -0.0.78.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2458954 | 0.000483 | -0.0.78.4 | -4.78.0.0 (-(4*79^3 + 78*79^2)) | Yes | |
| 499280 | 0.000483 | 0.0.1.1 | 1.1.0.0 (493039 + 6241) | No | |
| 0 | 0.000641 | 0 | 0 (0) | No | |
| 1541527 | 0.000641 | 0.0.10.3 | 3.10.0.0 (3*79^3 + 10*79^2) | No | |
| 5473357 | 0.000641 | 0.0.8.11 | 11.8.0.0 (11*79^3 + 8*79^2) | No |
These are the training products that have the "SITE-NAV-BOTTOMS" tag (processing sequence 2642). 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 |
|---|---|---|---|---|---|---|---|
| 11225 | Paula Smocked Waist Wide Leg Pant | 5473357 | 100-150 | 7932311 | none | ||
| 11196 | Georgie Tailored Crossover Short | 1541527 | 100-150 | 4000481 | none | ||
| 6492 | Syd Pinstripe Tailored Skort | 499280 | FINALSALE, MULTI | 2958234 | UNDER-50 | ||
| 11195 | Emi Slip Midi Skirt | 0 | FINALSALE | 2458954 | UNDER-50 | ||
| 11221 | Kenya High-Waisted Organic Cotton Short | -2458954 | 50-100 | 0 | none |