Fold 1 - Understanding why coefficient -20232 was selected
Tag: CHILDREN
Selected Coefficient: -20232
Taxonomy Path: -68.0.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -20232 | 3.000000 | -68.0.4 | -4.0.68 (-(4*71^2 + 68)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 80938522 | 4.000000 | 13.3.10.13.3 | 3.13.10.3.13 (3*71^4 + 13*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | No |
| 352163181 | 4.000000 | 57.55.66.60.13 | 13.60.66.55.57 (13*71^4 + 60*71^3 + 66*71^2 + 55*71 + 57) | No |
These are the training products that have the "CHILDREN" tag (processing sequence 555). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 352163181 | TOP, APPAREL, BABY | 352183413 | SMALL | ||
| 3101 | Global Soap Shampoo Bars | 80938522 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 80958754 | CLEANSE, SOAP BAR | |
| 1520 | CHECK MATE BLANKET | 0 | APPAREL, BABY | 20232 | TABLEWARE | ||
| 1513 | CHECKERED BABY HOODIE | -20232 | APPAREL | 0 | none | ||
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | -20232 | APPAREL | 0 | none |