Fold 0 - Understanding why coefficient 2177784 was selected
Tag: OPEN TOE
Selected Coefficient: 2177784
Taxonomy Path: 1.1.6.6
Taxonomy Name: Apparel & Accessories > Clothing > Lingerie > Hosiery
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2177784 | 0.000397 | 1.1.6.6 | 6.6.1.1 (6*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Hosiery | Yes |
| 2954098 | 0.000397 | 1.1.18.8 | 8.18.1.1 (8*71^3 + 18*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | No |
These are the training products that have the "OPEN TOE" tag (processing sequence 47). 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 |
|---|---|---|---|---|---|---|---|
| 2266 | Juzo Soft Class 1 Below Knee Socks with Soft Top Border and Open Toes | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 776314 | none | |
| 2268 | Juzo Soft Class 2 Below Knee Socks with Soft Top Border and Open Toes | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 776314 | none | |
| 2286 | Sigvaris Comfort Tights Open Toe - Class 1 (18-21mmHg) | 2177784 | Apparel & Accessories > Clothing > Lingerie > Hosiery | none | 0 | none | |
| 2287 | Sigvaris Comfort Tights Open Toe - Class 2 (23-32mmHg) | 2177784 | Apparel & Accessories > Clothing > Lingerie > Hosiery | none | 0 | none |