Fold 4 - Understanding why coefficient 68651 was selected
Tag: RAILS
Selected Coefficient: 68651
Taxonomy Path: 0.0.11
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? |
|---|---|---|---|---|---|
| 68651 | 1.000000 | 0.0.11 | 11.0.0 (11*79^2) | Yes | |
| 574252 | 1.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "RAILS" tag (processing sequence 2392). 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 |
|---|---|---|---|---|---|---|---|
| 910 | Edina Skirt | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | MIDI SKIRTS | 505601 | none | |
| 1035 | Paige | 68651 | CASUAL, CLASSIC, ATTIRE, BEST DRESS, COMFORT | 0 | none |