Fold 1 - Understanding why coefficient -1042 was selected
Tag: TRENDING
Selected Coefficient: -1042
Taxonomy Path: -15.13
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1042 | 2.000000 | -15.13 | -13.15 (-(13*79 + 15)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 6447113 | 2.000000 | 2.2.6.13 | 13.6.2.2 (13*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | No |
These are the training products that have the "TRENDING" tag (processing sequence 4063). 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 |
|---|---|---|---|---|---|---|---|
| 13964 | Adopted - Rhinestone Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 6448155 | none | |
| 74 | Peach Sequins Crop Top | 0 | CROP TOP | 1042 | Luggage & Bags > Tote Bags | none | |
| 9860 | Brooklyn | Brown Purse | -1042 | CROSSBODY, HANDBAGS | 0 | none |