Fold 3 - 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 | |
| 226 | 4.000000 | 13.3 | 3.13 (3*71 + 13) | Health & Beauty > Personal Care | No |
| 4346421 | 4.000000 | 14.15.10.12 | 12.10.15.14 (12*71^3 + 10*71^2 + 15*71 + 14) | No | |
| 359014979 | 4.000000 | 0.0.6.9.14 | 14.9.6.0.0 (14*71^4 + 9*71^3 + 6*71^2) | No |
These are the training products that have the "CHILDREN" tag (processing sequence 563). 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 | 359014979 | TOP, APPAREL, BABY | 359035211 | none | ||
| 1520 | CHECK MATE BLANKET | 4346421 | APPAREL, BABY | 4366653 | TABLEWARE | ||
| 3098 | Global Soap Detox Skin Bar | 226 | Health & Beauty > Personal Care | none | 20458 | none | |
| 1513 | CHECKERED BABY HOODIE | -20232 | APPAREL | 0 | none | ||
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | -20232 | APPAREL | 0 | none |