Fold 1 - Understanding why coefficient -6422234 was selected
Tag: ARTISAN GIFT BASKET
Selected Coefficient: -6422234
Taxonomy Path: -0.0.67.17
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? |
|---|---|---|---|---|---|
| -6422234 | 0.000595 | -0.0.67.17 | -17.67.0.0 (-(17*71^3 + 67*71^2)) | Yes | |
| 0 | 0.000793 | 0 | 0 (0) | No | |
| 2142425 | 0.000992 | 0.0.70.5 | 5.70.0.0 (5*71^3 + 70*71^2) | No |
These are the training products that have the "ARTISAN GIFT BASKET" tag (processing sequence 449). 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 | 2142425 | 100% NATURAL, ACETO BALSAMICO | 8564659 | CHEESE PAIRING, WEDDING FAVORS | ||
| 6319 | A&A GEORGIA ON MY MIND Pair Gift | 0 | 100% NATURAL | 6422234 | ITALIA | ||
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | 0 | 100% NATURAL, ACETO BALSAMICO | 6422234 | CHEESE PAIRING | ||
| 6273 | A&A FARMERS MARKET FAVORITE Pair Gift | -6422234 | 100% NATURAL | 0 | none | ||
| 6367 | A&A SAMPLER ACETO | -6422234 | 100% NATURAL | 0 | none | ||
| 6372 | A&A SAMPLER OLIO & ACETO | -6422234 | 100% NATURAL | 0 | none |