Fold 4 - Understanding why coefficient -8849738 was selected
Tag: CHEESE PAIRING
Selected Coefficient: -8849738
Taxonomy Path: -0.0.75.17
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -8849738 | 0.000320 | -0.0.75.17 | -17.75.0.0 (-(17*79^3 + 75*79^2)) | Yes | |
| 2951993 | 0.000320 | 0.0.78.5 | 5.78.0.0 (5*79^3 + 78*79^2) | No | |
| 8849738 | 0.000320 | 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 976). 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 |
|---|---|---|---|---|---|---|---|
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | 8849738 | 100% NATURAL, ACETO BALSAMICO, ARTISAN GIFT BASKET | 17699476 | none | ||
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | 2951993 | 100% NATURAL, ARTISAN GIFT BASKET | 11801731 | none | ||
| 6388 | A&A OLIO/BALSAMIC with Ceramic dish Gift Set | -8849738 | 100% NATURAL | 0 | none |