Fold 2 - Understanding why coefficient 197278893 was selected
Tag: UPDATE
Selected Coefficient: 197278893
Taxonomy Path: 14.11.10.5.5
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 197278893 | 2.000160 | 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 | Yes |
| 7124 | 2.000320 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| -157872675 | 4.000000 | -23.4.16.4.4 | -4.4.16.4.23 (-(4*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "UPDATE" tag (processing sequence 3755). 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 | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 0 | none | |
| 1115 | Latte Mug (12oz) - Set of 2 | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 0 | none | |
| 688 | Double Wall Glass Espresso Cups, Set of 2 | 7124 | Home & Garden > Kitchen & Dining > Barware | none | -197271769 | none | |
| 14469 | GTR 2in1 - All Terrain | 0 | ROLLOVER PRODUCT | -197278893 | GBB | ||
| 17890 | Hadean 2in1 - All Terrain | -157872675 | ROLLOVER PRODUCT, KLAVIYO - BOARD BUILDER | -355151568 | none |