Fold 3 - Understanding why coefficient -548815700 was selected
Tag: COMFY
Selected Coefficient: -548815700
Taxonomy Path: -14.11.10.7.14
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? |
|---|---|---|---|---|---|
| -548815700 | 2.000000 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2502801 | 2.000000 | 2.2.6.5 | 5.6.2.2 (5*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | No |
These are the training products that have the "COMFY" tag (processing sequence 3645). 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 |
|---|---|---|---|---|---|---|---|
| 20440 | WONTON STAY PUFT Halloween Costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 551318501 | none | |
| 20433 | WONTON FLOAT VEST 2 in aqua blue | 0 | LIFE JACKET | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | none | |
| 901 | Dreamy | -548815700 | FIGURE FLATTERING, CLASSIC | 0 | none |