Fold 2 - Understanding why coefficient -1529212 was selected
Tag: WEDDING FAVORS
Selected Coefficient: -1529212
Taxonomy Path: -9.2.8.3
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? |
|---|---|---|---|---|---|
| -1529212 | 3.000000 | -9.2.8.3 | -3.8.2.9 (-(3*79^3 + 8*79^2 + 2*79 + 9)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 8899833 | 3.000000 | 9.2.4.18 | 18.4.2.9 (18*79^3 + 4*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | No |
| 196953853 | 3.000000 | 59.4.37.4.5 | 5.4.37.4.59 (5*79^4 + 4*79^3 + 37*79^2 + 4*79 + 59) | No |
These are the training products that have the "WEDDING FAVORS" tag (processing sequence 4395). 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 |
|---|---|---|---|---|---|---|---|
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | 196953853 | WEDDING GIFTS, ANNIVERSARY GIFTS | 198483065 | none | ||
| 6382 | A&A BALSAMIC VINEGAR Club Box | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 10429045 | none | |
| 6274 | A&A OLIO & ACETO FAVOR SET | 0 | PERFECT__GIFT | 1529212 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -1529212 | PERFECT__GIFT, ARTISAN BLENDED | 0 | none |