Fold 4 - Understanding why coefficient -548833620 was selected
Tag: DRINKWARE
Selected Coefficient: -548833620
Taxonomy Path: -1.1.13.7.14
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -548833620 | 2.000000 | -1.1.13.7.14 | -14.7.13.1.1 (-(14*79^4 + 7*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -351536807 | 2.000000 | -0.0.0.2.9 | -9.2.0.0.0 (-(9*79^4 + 2*79^3)) | No | |
| 7124 | 2.000000 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
These are the training products that have the "DRINKWARE" tag (processing sequence 1249). 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 |
|---|---|---|---|---|---|---|---|
| 9831 | Charles Viancin Geranium Drink Covers - 4 inch - Set of 2 | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 548840744 | none | |
| 6349 | ALC Glass Mug | -351536807 | CLASSIC | 197296813 | none | ||
| 9630 | ALC 8oz White Wine set of 6 Silver | -548833620 | CLASSIC, BRIDAL | 0 | none |