Fold 0 - Understanding why coefficient -50557 was selected
Tag: KID
Selected Coefficient: -50557
Taxonomy Path: -76.7.8
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -50557 | 1.000000 | -76.7.8 | -8.7.76 (-(8*79^2 + 7*79 + 76)) | Yes | |
| 19198 | 1.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "KID" tag (processing sequence 3305). 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 |
|---|---|---|---|---|---|---|---|
| 18199 | Well Wishes Wrap Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 69755 | BFF | |
| 18160 | NIKE | TODDLER ROSHE ONE | -50557 | EGNITION-SAMPLE-DATA | 0 | none |