Fold 4 - Understanding why coefficient 52664122 was selected
Tag: CERAMICS
Selected Coefficient: 52664122
Taxonomy Path: 14.11.10.5.2
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Drinkware > Coffee & Tea Cups
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 52664122 | 0.028367 | 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 | Yes |
| 5836 | 0.028566 | 14.11.1 | 1.11.14 (5041 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| 337974 | 0.042254 | 14.3.67 | 67.3.14 (67*71^2 + 3*71 + 14) | Home & Garden > Decor > Vases | No |
These are the training products that have the "CERAMICS" tag (processing sequence 547). 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 |
|---|---|---|---|---|---|---|---|
| 1488 | BUBBLE CUP SET - LILAC | 52664122 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Coffee & Tea Cups | none | 0 | none | |
| 1489 | BUBBLE CUP SET - MILKY WHITE | 52664122 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Coffee & Tea Cups | none | 0 | none | |
| 1468 | BUB BUD VASE | 337974 | Home & Garden > Decor > Vases | none | -52326148 | none | |
| 1480 | BRICK PHONE VASE - PINK | 337974 | Home & Garden > Decor > Vases | none | -52326148 | none | |
| 1495 | BUBBLY SHOT GLASSES - AMBER | 5836 | Home & Garden > Kitchen & Dining > Barware | none | -52658286 | none |