Fold 1 - Understanding why coefficient -55287 was selected
Tag: CHEESE PAIRING
Selected Coefficient: -55287
Taxonomy Path: -9.2.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -55287 | 3.000000 | -9.2.8 | -8.2.9 (-(8*83^2 + 2*83 + 9)) | Yes | |
| 3423833 | 3.000145 | 0.0.82.5 | 5.82.0.0 (5*83^3 + 82*83^2) | No | |
| 0 | 3.000290 | 0 | 0 (0) | No |
These are the training products that have the "CHEESE PAIRING" tag (processing sequence 4562). 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 |
|---|---|---|---|---|---|---|---|
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | 3423833 | WEDDING ITALIAN THEME | 3479120 | none | ||
| 6293 | A&A FIG HONEY BALSAMIC JAM GIFT SET | 3423833 | WEDDING ITALIAN THEME | 3479120 | ACETO BALSAMICO | ||
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | 0 | WEDDING ITALIAN THEME | 55287 | ACETO BALSAMICO | ||
| 6386 | A&A ITALIAN APPETIZER GIFT BASKET | -55287 | WEDDING_FAVOR, WEDDING ITALIAN THEME | 0 | none | ||
| 6388 | A&A OLIO/BALSAMIC with Ceramic dish Gift Set | -55287 | WEDDING_FAVOR, WEDDING ITALIAN THEME | 0 | none | ||
| 6391 | A&A GOURMET SEASONING FAVORS | -55287 | SPICES, WEDDING ITALIAN THEME | 0 | none |