Fold 1 - Understanding why coefficient -8849738 was selected
Tag: ACETO BALSAMICO
Selected Coefficient: -8849738
Taxonomy Path: -0.0.75.17
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? |
|---|---|---|---|---|---|
| -8849738 | 0.000160 | -0.0.75.17 | -17.75.0.0 (-(17*79^3 + 75*79^2)) | Yes | |
| -5897745 | 0.000160 | -0.0.76.11 | -11.76.0.0 (-(11*79^3 + 76*79^2)) | No |
These are the training products that have the "ACETO BALSAMICO" tag (processing sequence 369). 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 | -5897745 | 100% NATURAL | 2951993 | ARTISAN GIFT BASKET, CHEESE PAIRING | ||
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | -8849738 | 100% NATURAL | 0 | ARTISAN GIFT BASKET, CHEESE PAIRING |