Fold 1 - Understanding why coefficient -6422234 was selected
Tag: CHEESE PAIRING
Selected Coefficient: -6422234
Taxonomy Path: -0.0.67.17
Taxonomy Name:
Products with this tag: 5
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 | 0.000793 | -0.0.59.16 | -16.59.0.0 (-(16*71^3 + 59*71^2)) | No | |
| 6422234 | 0.000793 | 0.0.67.17 | 17.67.0.0 (17*71^3 + 67*71^2) | No | |
| 8564659 | 0.000793 | 0.0.66.23 | 23.66.0.0 (23*71^3 + 66*71^2) | No |
These are the training products that have the "CHEESE PAIRING" tag (processing sequence 865). 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 | 8564659 | 100% NATURAL, ACETO BALSAMICO, ARTISAN GIFT BASKET | 14986893 | WEDDING FAVORS | ||
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | 6422234 | 100% NATURAL, ACETO BALSAMICO, ARTISAN GIFT BASKET | 12844468 | none | ||
| 6391 | A&A GOURMET SEASONING FAVORS | -6023995 | 100% NATURAL | 398239 | SPICES | ||
| 6386 | A&A ITALIAN APPETIZER GIFT BASKET | -6422234 | 100% NATURAL | 0 | none | ||
| 6388 | A&A OLIO/BALSAMIC with Ceramic dish Gift Set | -6422234 | 100% NATURAL | 0 | none |