Fold 3 - Understanding why coefficient 20591 was selected
Tag: MOTHERS DAY
Selected Coefficient: 20591
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
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? |
|---|---|---|---|---|---|
| 20591 | 3.000000 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 5 | 4.000000 | 5 | 5 (5) | Bundles | No |
| 227 | 4.000000 | 14.3 | 3.14 (3*71 + 14) | Home & Garden > Decor | No |
| 15211 | 4.000000 | 17.1.3 | 3.1.17 (3*71^2 + 71 + 17) | Media > Books > Print Books | No |
These are the training products that have the "MOTHERS DAY" tag (processing sequence 181). 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 | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 1989 | The Flywire House: A Case Study in Design Against Bushfire | 15211 | Media > Books > Print Books | none | -5380 | BOOKS | |
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | 227 | Home & Garden > Decor | none | -20364 | FATHERS DAY | |
| 8526 | Time to Relax Round Mug and Sock Gift Set | 5 | Bundles | none | -20586 | FATHERS DAY |