Fold 0 - Understanding why coefficient 2259592 was selected
Tag: LEISURE
Selected Coefficient: 2259592
Taxonomy Path: 0.0.79.3
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? |
|---|---|---|---|---|---|
| 2259592 | 0.012048 | 0.0.79.3 | 3.79.0.0 (3*83^3 + 79*83^2) | Yes | |
| 4608326 | 0.012048 | 0.78.4.8 | 8.4.78.0 (8*83^3 + 4*83^2 + 78*83) | No |
These are the training products that have the "LEISURE" tag (processing sequence 5031). 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 |
|---|---|---|---|---|---|---|---|
| 261 | Baby Tee, LIGHT Jersey | 4608326 | TSHIRT, SHORT SLEEVE, LOUNGE WEAR, THANKSGIVING 2022, LAYERING | 2348734 | none | ||
| 283 | EZ Dress, SHEER Jersey | 2259592 | BACKLESS, SHORT SLEEVE, LOUNGE WEAR, SLEEPWEAR, THANKSGIVING 2022 | 0 | none |