Fold 1 - Understanding why coefficient 2995760 was selected
Tag: OPEN TOE
Selected Coefficient: 2995760
Taxonomy Path: 1.1.6.6
Taxonomy Name: Apparel & Accessories > Clothing > Lingerie > Hosiery
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 2995760 | 0.012818 | 1.1.6.6 | 6.6.1.1 (6*79^3 + 6*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Lingerie > Hosiery | Yes |
| 4056730 | 0.012818 | 1.1.18.8 | 8.18.1.1 (8*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | No |
| 38079 | 0.025316 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
These are the training products that have the "OPEN TOE" tag (processing sequence 97). 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 |
|---|---|---|---|---|---|---|---|
| 2268 | Juzo Soft Class 2 Below Knee Socks with Soft Top Border and Open Toes | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 1060970 | none | |
| 2287 | Sigvaris Comfort Tights Open Toe - Class 2 (23-32mmHg) | 2995760 | Apparel & Accessories > Clothing > Lingerie > Hosiery | none | 0 | none | |
| 10738 | Ankle Strap Colorful Wedge Sandals | 38079 | Apparel & Accessories > Shoes > Sandals | none | -2957681 | COLORFUL |