Fold 3 - Understanding why coefficient 25439 was selected
Tag: MOTHERS DAY
Selected Coefficient: 25439
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
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? |
|---|---|---|---|---|---|
| 25439 | 1.000000 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 5 | 2.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "MOTHERS DAY" tag (processing sequence 145). 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 |
|---|---|---|---|---|---|---|---|
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8526 | Time to Relax Round Mug and Sock Gift Set | 5 | Bundles | none | -25434 | FATHERS DAY |