Fold 0 - Understanding why coefficient -8849738 was selected
Tag: CHEESE PAIRING
Selected Coefficient: -8849738
Taxonomy Path: -0.0.75.17
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? |
|---|---|---|---|---|---|
| -8849738 | 0.000481 | -0.0.75.17 | -17.75.0.0 (-(17*79^3 + 75*79^2)) | Yes | |
| -8306771 | 0.000641 | -0.0.67.16 | -16.67.0.0 (-(16*79^3 + 67*79^2)) | No | |
| 2951993 | 0.000641 | 0.0.78.5 | 5.78.0.0 (5*79^3 + 78*79^2) | No | |
| 8849738 | 0.000641 | 0.0.75.17 | 17.75.0.0 (17*79^3 + 75*79^2) | No |
These are the training products that have the "CHEESE PAIRING" tag (processing sequence 972). 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 | 8849738 | 100% NATURAL, ACETO BALSAMICO, ARTISAN GIFT BASKET | 17699476 | WEDDING FAVORS | ||
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | 2951993 | 100% NATURAL, ARTISAN GIFT BASKET | 11801731 | WEDDING FAVORS | ||
| 6391 | A&A GOURMET SEASONING FAVORS | -8306771 | 100% NATURAL | 542967 | SPICES | ||
| 6386 | A&A ITALIAN APPETIZER GIFT BASKET | -8849738 | 100% NATURAL | 0 | none | ||
| 6388 | A&A OLIO/BALSAMIC with Ceramic dish Gift Set | -8849738 | 100% NATURAL | 0 | none |