Fold 0 - Understanding why coefficient 251 was selected
Tag: MOTHERS DAY
Selected Coefficient: 251
Taxonomy Path: 14.3
Taxonomy Name: Home & Garden > Decor
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 251 | 3.012658 | 14.3 | 3.14 (3*79 + 14) | Home & Garden > Decor | Yes |
| 7124 | 3.012658 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| 5 | 4.000000 | 5 | 5 (5) | Bundles | No |
| 18819 | 4.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
| 25439 | 4.000000 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | 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 |
|---|---|---|---|---|---|---|---|
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 25188 | CATS | |
| 1989 | The Flywire House: A Case Study in Design Against Bushfire | 18819 | Media > Books > Print Books | none | 18568 | BOOKS | |
| 8603 | Mum's Gin Stemless Glass with Gold Text | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 6873 | FATHERS DAY | |
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | 251 | Home & Garden > Decor | none | 0 | FATHERS DAY | |
| 8526 | Time to Relax Round Mug and Sock Gift Set | 5 | Bundles | none | -246 | FATHERS DAY |