Fold 3 - Understanding why coefficient 41999 was selected
Tag: FLAT SANDAL
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 1
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 | 0.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes |
These are the training products that have the "FLAT SANDAL" tag (processing sequence 84). 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 |
|---|---|---|---|---|---|---|---|
| 23428 | Line - Aurora Pink | 41999 | none | 0 | SANDALS, LINE | ||
| 23433 | Line - Butter Multi | 41999 | none | 0 | SANDALS, LINE | ||
| 23439 | Line - Chocolate | 41999 | none | 0 | SANDALS, LINE | ||
| 23440 | Line - Dry Rose | 41999 | none | 0 | SANDALS, LINE | ||
| 23441 | Line - Dusty Olive | 41999 | none | 0 | SANDALS, LINE | ||
| 23442 | Line - Emerald | 41999 | none | 0 | SANDALS, LINE | ||
| 23443 | Line - Fire Red | 41999 | none | 0 | SANDALS, LINE | ||
| 23444 | Line - Fuchsia | 41999 | none | 0 | SANDALS, LINE | ||
| 23445 | Line - Ice Blue | 41999 | none | 0 | SANDALS, LINE | ||
| 23452 | Line - Leaf | 41999 | none | 0 | SANDALS, LINE | ||
| 23453 | Line - Mojito/Orchid | 41999 | none | 0 | SANDALS, LINE | ||
| 23462 | Line - Multi Navy | 41999 | none | 0 | LINE | ||
| 23463 | Line - Old Denim | 41999 | none | 0 | SANDALS, LINE | ||
| 23477 | Line - Pina Colada | 41999 | none | 0 | SANDALS, LINE | ||
| 23484 | Line - Silver Mink | 41999 | none | 0 | SANDALS, LINE | ||
| 23485 | Line - Silver Mink/Silver Mink | 41999 | none | 0 | SANDALS, LINE | ||
| 23486 | Line - Space Multi | 41999 | none | 0 | SANDALS, LINE |