Fold 3 - Understanding why coefficient 11 was selected
Tag: GIFT IDEAS
Selected Coefficient: 11
Taxonomy Path: 11
Taxonomy Name: Gift Cards
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 11 | 1.000000 | 11 | 11 (11) | Gift Cards | Yes |
| 197278893 | 1.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "GIFT IDEAS" tag (processing sequence 3343). 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 |
|---|---|---|---|---|---|---|---|
| 18249 | Trekkie Sketch Mug with Colored Interior | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 197278882 | MISC, UNDER $15 | |
| 13649 | Gift Card - The Rose Tree | 11 | Gift Cards | none | 0 | none |