Fold 3 - Understanding why coefficient 20931 was selected
Tag: BAGS AND TOTES
Selected Coefficient: 20931
Taxonomy Path: 15.3.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 20931 | 1.000000 | 15.3.3 | 3.3.15 (3*83^2 + 3*83 + 15) | Yes | |
| 54780 | 2.000000 | 0.79.7 | 7.79.0 (7*83^2 + 79*83) | No |
These are the training products that have the "BAGS AND TOTES" tag (processing sequence 3507). 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 |
|---|---|---|---|---|---|---|---|
| 17966 | Lucky Cat Coin Purse - Hot Pink | 54780 | PURSE | 33849 | none | ||
| 17788 | Beauty Case - Flower Bloom | 20931 | none | 0 | BATH AND BEAUTY | ||
| 18070 | Make Up Bag - Vogue | 20931 | none | 0 | BATH AND BEAUTY |