Fold 2 - Understanding why coefficient -55287 was selected
Tag: WEDDING FAVOR
Selected Coefficient: -55287
Taxonomy Path: -9.2.8
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? |
|---|---|---|---|---|---|
| -55287 | 1.000000 | -9.2.8 | -8.2.9 (-(8*83^2 + 2*83 + 9)) | Yes | |
| 285342555 | 2.000000 | 9.2.3.1.6 | 6.1.3.2.9 (6*83^4 + 571787 + 3*83^2 + 2*83 + 9) | No |
These are the training products that have the "WEDDING FAVOR" tag (processing sequence 3696). 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 |
|---|---|---|---|---|---|---|---|
| 24555 | White Chocolate Dipped Red Licorice | 285342555 | none | 285397842 | ARTISAN | ||
| 6386 | A&A ITALIAN APPETIZER GIFT BASKET | -55287 | WEDDING_FAVOR, CORPORATE GIFTS | 0 | none | ||
| 6388 | A&A OLIO/BALSAMIC with Ceramic dish Gift Set | -55287 | WEDDING_FAVOR, CORPORATE GIFTS | 0 | none |