Fold 1 - Understanding why coefficient -571787 was selected
Tag: SITE-NAV-BOTTOMS
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -571787 | 3.000002 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 0 | 3.000003 | 0 | 0 (0) | No | |
| 4698382 | 3.000290 | 1.1.18.8 | 8.18.1.1 (8*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | No |
| 4705271 | 3.000290 | 1.1.19.8 | 8.19.1.1 (8*83^3 + 19*83^2 + 83 + 1) | No | |
| 6372409 | 3.000290 | 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 "SITE-NAV-BOTTOMS" tag (processing sequence 6147). 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 | 6372409 | none | 6944196 | none | ||
| 6492 | Syd Pinstripe Tailored Skort | 4705271 | SKIRTS, UNDER-50 | 5277058 | FW | ||
| 11195 | Emi Slip Midi Skirt | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | SKIRTS, UNDER-50 | 5270169 | FW | |
| 11198 | Jean Ribbed Maxi Skirt | 0 | SKIRTS | 571787 | none | ||
| 11196 | Georgie Tailored Crossover Short | -571787 | SHORTS | 0 | none | ||
| 11221 | Kenya High-Waisted Organic Cotton Short | -571787 | SHORTS | 0 | none |