Fold 3 - Understanding why coefficient 128899165 was selected
Tag: UPDATE
Selected Coefficient: 128899165
Taxonomy Path: 14.11.10.5.5
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 128899165 | 0.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*71^4 + 5*71^3 + 10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | Yes |
| 52664122 | 0.000000 | 14.11.10.5.2 | 2.5.10.11.14 (2*71^4 + 5*71^3 + 10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Coffee & Tea Cups | No |
These are the training products that have the "UPDATE" tag (processing sequence 1365). 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 |
|---|---|---|---|---|---|---|---|
| 547 | Cappuccino Mug (6oz) - Set of 2 | 128899165 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 0 | none | |
| 1115 | Latte Mug (12oz) - Set of 2 | 128899165 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 0 | none | |
| 672 | Demitasse Espresso Cup - Set of 2 | 52664122 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Coffee & Tea Cups | none | -76235043 | none |