Fold 1 - Understanding why coefficient 585565 was selected
Tag: CRAZY TRAIN
Selected Coefficient: 585565
Taxonomy Path: 0.0.2.1
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? |
|---|---|---|---|---|---|
| 585565 | 1.000000 | 0.0.2.1 | 1.2.0.0 (571787 + 2*83^2) | Yes | |
| 1212548 | 1.000000 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "CRAZY TRAIN" tag (processing sequence 4993). 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 |
|---|---|---|---|---|---|---|---|
| 32824 | Crazy Train serape jacket | 1212548 | none | 626983 | LADIES APPAREL | ||
| 32836 | Crazy Train Shoreline Shorts | 585565 | DISTRESSED DENIM | 0 | LADIES APPAREL |