Fold 0 - Understanding why coefficient -6422234 was selected
Tag: ACETO BALSAMICO
Selected Coefficient: -6422234
Taxonomy Path: -0.0.67.17
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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 | 0.000198 | -0.0.67.17 | -17.67.0.0 (-(17*71^3 + 67*71^2)) | Yes | |
| -4279809 | 0.000198 | -0.0.68.11 | -11.68.0.0 (-(11*71^3 + 68*71^2)) | No |
These are the training products that have the "ACETO BALSAMICO" tag (processing sequence 361). 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 | -4279809 | 100% NATURAL | 2142425 | ARTISAN GIFT BASKET, CHEESE PAIRING | ||
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | -6422234 | 100% NATURAL | 0 | ARTISAN GIFT BASKET, CHEESE PAIRING |