Fold 1 - Understanding why coefficient -4663937 was selected
Tag: HOLIDAYS
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4663937 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 256 | 5.000000 | 7.3 | 3.7 (3*83 + 7) | No |
These are the training products that have the "HOLIDAYS" tag (processing sequence 4600). 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 |
|---|---|---|---|---|---|---|---|
| 25101 | Holiday 3D Glasses - 25/Pack | 256 | none | 4664193 | none | ||
| 6263 | A&A OLIO SANTO | 0 | DIPPING OIL | 4663937 | none | ||
| 31874 | Parton Me | Black Leopard | Short Sleeve | 0 | SHOP ALL | 4663937 | none | ||
| 31858 | Can't Pinch This | Natural | Short Sleeve | -4663937 | SHORT-SLEEVE, SHOP ALL | 0 | WHOLESALE | ||
| 31860 | St Patty Smile | Ivory | Short Sleeve | -4663937 | SHORT-SLEEVE, SHOP ALL | 0 | none | ||
| 31875 | Love | Red Comfy Cord | Sweatshirt | -4663937 | LONG-SLEEVE, SHOP ALL | 0 | INSPIRATIONAL |