Fold 1 - Understanding why coefficient 1566571 was selected
Tag: SITE-NAV-BOTTOMS
Selected Coefficient: 1566571
Taxonomy Path: 1.1.14.3
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Chino Shorts
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 1566571 | 2.000481 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | Yes |
| 1591535 | 2.000481 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 1597776 | 2.000481 | 1.1.19.3 | 3.19.1.1 (3*79^3 + 19*79^2 + 79 + 1) | No | |
| 5498401 | 2.000481 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 2140823 | 5.000000 | 2.2.27.4 | 4.27.2.2 (4*79^3 + 27*79^2 + 2*79 + 2) | No |
These are the training products that have the "SITE-NAV-BOTTOMS" tag (processing sequence 3967). 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 | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 3931830 | none | |
| 11221 | Kenya High-Waisted Organic Cotton Short | 2140823 | ECO-CONSCIOUS | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | |
| 6492 | Syd Pinstripe Tailored Skort | 1597776 | SKIRTS, UNDER-50 | 31205 | none | ||
| 11195 | Emi Slip Midi Skirt | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | SKIRTS, UNDER-50 | 24964 | none | |
| 11196 | Georgie Tailored Crossover Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | none | |
| 11198 | Jean Ribbed Maxi Skirt | 0 | SKIRTS | -1566571 | none |