Fold 0 - Understanding why coefficient -2072179 was selected
Tag: ARTISAN GIFT BASKET
Selected Coefficient: -2072179
Taxonomy Path: -9.2.16.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2072179 | 2.000002 | -9.2.16.4 | -4.16.2.9 (-(4*79^3 + 16*79^2 + 2*79 + 9)) | Yes | |
| -593062 | 2.000002 | -9.2.16.1 | -1.16.2.9 (-(493039 + 16*79^2 + 2*79 + 9)) | No | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 2409026 | 2.000160 | 0.0.70.4 | 4.70.0.0 (4*79^3 + 70*79^2) | No |
These are the training products that have the "ARTISAN GIFT BASKET" tag (processing sequence 2995). 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 |
|---|---|---|---|---|---|---|---|
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | 2409026 | PERFECT__GIFT | 4481205 | CORPORATE GIFTS | ||
| 6319 | A&A GEORGIA ON MY MIND Pair Gift | 0 | ITALIA | 2072179 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | CORPORATE GIFTS | |
| 6293 | A&A FIG HONEY BALSAMIC JAM GIFT SET | -593062 | ACETO BALSAMICO, PERFECT__GIFT | 1479117 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -2072179 | PERFECT__GIFT, SALT | 0 | none |