Fold 4 - Understanding why coefficient 15 was selected
Tag: LUXE
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 17
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? |
|---|---|---|---|---|---|
| 15 | 1.000000 | 15 | 15 (15) | Yes | |
| -55611 | 16.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No |
These are the training products that have the "LUXE" tag (processing sequence 2229). 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 |
|---|---|---|---|---|---|---|---|
| 3957 | BOMBAY | 15 | none | 0 | none | ||
| 3985 | CELINA | 15 | none | 0 | MADE TO ORDER | ||
| 4004 | MORNI | 15 | none | 0 | MADE TO ORDER | ||
| 4051 | DAISY- Bronze | 15 | none | 0 | MADE TO ORDER | ||
| 4057 | DAISY- Gold | 15 | none | 0 | none | ||
| 4062 | DAISY- Silver | 15 | none | 0 | none | ||
| 4284 | HARMONY | 15 | none | 0 | MADE TO ORDER | ||
| 4289 | HIGHNESS | 15 | none | 0 | MADE TO ORDER | ||
| 4326 | INAYAT | 15 | none | 0 | MADE TO ORDER | ||
| 4338 | JANNAT | 15 | none | 0 | MADE TO ORDER | ||
| 4379 | LORELAI | 15 | none | 0 | MADE TO ORDER | ||
| 4385 | MAJESTIC | 15 | none | 0 | MADE TO ORDER | ||
| 4404 | MISHA | 15 | none | 0 | none | ||
| 4426 | NAILAH | 15 | none | 0 | none | ||
| 4486 | NURA | 15 | none | 0 | MADE TO ORDER | ||
| 4491 | PARIS | 15 | none | 0 | none | ||
| 30496 | Ziya Multi Gemstone Necklace | -55611 | GEMSTONE NECKLACE, NECKLACES | -55626 | none |