Fold 3 - 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: 8
Unique residual values tried: 5
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 | 1.000595 | -0.0.67.17 | -17.67.0.0 (-(17*71^3 + 67*71^2)) | Yes | |
| -4279809 | 1.001190 | -0.0.68.11 | -11.68.0.0 (-(11*71^3 + 68*71^2)) | No | |
| 0 | 1.001190 | 0 | 0 (0) | No | |
| 2142425 | 1.001190 | 0.0.70.5 | 5.70.0.0 (5*71^3 + 70*71^2) | No | |
| -7536446 | 7.000000 | -9.2.4.21 | -21.4.2.9 (-(21*71^3 + 4*71^2 + 2*71 + 9)) | No |
These are the training products that have the "ARTISAN GIFT BASKET" tag (processing sequence 450). 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 | ||
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | 0 | 100% NATURAL, ACETO BALSAMICO | 6422234 | CHEESE PAIRING | ||
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | -4279809 | 100% NATURAL | 2142425 | CHEESE PAIRING | ||
| 6373 | A&A SAMPLER OLIO | -6422234 | 100% NATURAL | 0 | none | ||
| 6321 | A&A ITALIAN GOURMET GIFT BASKET | -6422234 | 100% NATURAL | 0 | none | ||
| 6274 | A&A OLIO & ACETO FAVOR SET | -6422234 | 100% NATURAL | 0 | none | ||
| 6273 | A&A FARMERS MARKET FAVORITE Pair Gift | -6422234 | 100% NATURAL | 0 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -7536446 | 100% NATURAL, ARTISAN BLENDED | -1114212 | GOURMET SEASONINGS, SALT |