Fold 0 - Understanding why coefficient -8849738 was selected
Tag: ARTISAN GIFT BASKET
Selected Coefficient: -8849738
Taxonomy Path: -0.0.75.17
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 4
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 | 1.000481 | -0.0.75.17 | -17.75.0.0 (-(17*79^3 + 75*79^2)) | Yes | |
| 0 | 1.000801 | 0 | 0 (0) | No | |
| -5897745 | 1.000961 | -0.0.76.11 | -11.76.0.0 (-(11*79^3 + 76*79^2)) | No | |
| -10378950 | 7.000000 | -9.2.4.21 | -21.4.2.9 (-(21*79^3 + 4*79^2 + 2*79 + 9)) | No |
These are the training products that have the "ARTISAN GIFT BASKET" tag (processing sequence 484). 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 |
|---|---|---|---|---|---|---|---|
| 6319 | A&A GEORGIA ON MY MIND Pair Gift | 0 | 100% NATURAL | 8849738 | ITALIA | ||
| 6293 | A&A FIG HONEY BALSAMIC JAM GIFT SET | 0 | 100% NATURAL, ACETO BALSAMICO | 8849738 | CHEESE PAIRING, WEDDING FAVORS | ||
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | -5897745 | 100% NATURAL | 2951993 | CHEESE PAIRING, WEDDING FAVORS | ||
| 6273 | A&A FARMERS MARKET FAVORITE Pair Gift | -8849738 | 100% NATURAL | 0 | none | ||
| 6373 | A&A SAMPLER OLIO | -8849738 | 100% NATURAL | 0 | none | ||
| 6367 | A&A SAMPLER ACETO | -8849738 | 100% NATURAL | 0 | none | ||
| 6372 | A&A SAMPLER OLIO & ACETO | -8849738 | 100% NATURAL | 0 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -10378950 | 100% NATURAL, ARTISAN BLENDED | -1529212 | GOURMET SEASONINGS, SALT, WEDDING FAVORS |