Fold 2 - Understanding why coefficient -6422234 was selected
Tag: CHEESE PAIRING
Selected Coefficient: -6422234
Taxonomy Path: -0.0.67.17
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -6422234 | 0.000595 | -0.0.67.17 | -17.67.0.0 (-(17*71^3 + 67*71^2)) | Yes | |
| -6023995 | 0.000595 | -0.0.59.16 | -16.59.0.0 (-(16*71^3 + 59*71^2)) | No | |
| 2142425 | 0.000595 | 0.0.70.5 | 5.70.0.0 (5*71^3 + 70*71^2) | No | |
| 6422234 | 0.000595 | 0.0.67.17 | 17.67.0.0 (17*71^3 + 67*71^2) | No |
These are the training products that have the "CHEESE PAIRING" tag (processing sequence 866). 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 |
|---|---|---|---|---|---|---|---|
| 6293 | A&A FIG HONEY BALSAMIC JAM GIFT SET | 6422234 | 100% NATURAL, ACETO BALSAMICO, ARTISAN GIFT BASKET | 12844468 | none | ||
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | 2142425 | 100% NATURAL, ARTISAN GIFT BASKET | 8564659 | none | ||
| 6391 | A&A GOURMET SEASONING FAVORS | -6023995 | 100% NATURAL | 398239 | SPICES | ||
| 6386 | A&A ITALIAN APPETIZER GIFT BASKET | -6422234 | 100% NATURAL | 0 | none |