Fold 0 - Understanding why coefficient 11801731 was selected
Tag: WEDDING FAVORS
Selected Coefficient: 11801731
Taxonomy Path: 0.0.74.23
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? |
|---|---|---|---|---|---|
| 11801731 | 2.000160 | 0.0.74.23 | 23.74.0.0 (23*79^3 + 74*79^2) | Yes | |
| 17699476 | 2.000160 | 0.0.71.35 | 35.71.0.0 (35*79^3 + 71*79^2) | No | |
| -1529212 | 3.000000 | -9.2.8.3 | -3.8.2.9 (-(3*79^3 + 8*79^2 + 2*79 + 9)) | 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 |
These are the training products that have the "WEDDING FAVORS" tag (processing sequence 3064). 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 | 17699476 | 100% NATURAL, ACETO BALSAMICO, ARTISAN GIFT BASKET, CHEESE PAIRING | 5897745 | none | ||
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | 11801731 | 100% NATURAL, ARTISAN GIFT BASKET, CHEESE PAIRING | 0 | none | ||
| 6382 | A&A BALSAMIC VINEGAR Club Box | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | -2901898 | none | |
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -1529212 | 100% NATURAL, ARTISAN BLENDED, ARTISAN GIFT BASKET, GOURMET SEASONINGS, SALT | -13330943 | none |