Fold 0 - Understanding why coefficient 93695 was selected
Tag: SKIRTS
Selected Coefficient: 93695
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 93695 | 1.000160 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 99936 | 1.000320 | 1.1.16 | 16.1.1 (16*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skorts | No |
| 131616 | 3.000000 | 2.7.21 | 21.7.2 (21*79^2 + 7*79 + 2) | No |
These are the training products that have the "SKIRTS" tag (processing sequence 2135). 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 |
|---|---|---|---|---|---|---|---|
| 916 | Emery Skirt | 131616 | HAND MADE | 37921 | Apparel & Accessories > Jewelry > Earrings | none | |
| 6492 | Syd Pinstripe Tailored Skort | 99936 | Apparel & Accessories > Clothing > Skorts | none | 6241 | SITE-NAV-BOTTOMS, FW | |
| 863 | Dacie | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | MINI | |
| 11195 | Emi Slip Midi Skirt | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | SITE-NAV-BOTTOMS, FW |