Fold 4 - Understanding why coefficient 41999 was selected
Tag: PARTY PACKS
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 41999 | 1.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes | |
| 5 | 6.000000 | 5 | 5 (5) | No |
These are the training products that have the "PARTY PACKS" tag (processing sequence 2425). 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 |
|---|---|---|---|---|---|---|---|
| 26206 | Zohula * White * Originals Luxury Pack - 20 Pairs | 41999 | none | 0 | none | ||
| 26200 | Zohula * Cream * Originals Party Pack - 20 Pairs | 41999 | none | 0 | none | ||
| 26202 | Zohula * Navy Blue * Originals Party Pack - 20 Pairs | 41999 | none | 0 | none | ||
| 26196 | Zohula * Baby Pink * Originals Party Pack - 20 Pairs | 41999 | none | 0 | none | ||
| 26210 | Zohula * Sky Blue * Originals Party Pack - 20 Pairs | 41999 | none | 0 | none | ||
| 26214 | Zohula * White * Originals Party Pack - 20 Pairs | 41999 | none | 0 | none | ||
| 26213 | Zohula * White * Originals Luxury+ Party Pack - 20 Pairs | 5 | none | -41994 | none |