Fold 0 - Understanding why coefficient 15 was selected
Tag: BRONZE
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 13
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) | Luggage & Bags | Yes |
| 37921 | 12.000000 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "BRONZE" tag (processing sequence 1652). 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 |
|---|---|---|---|---|---|---|---|
| 14093 | Renaissance Style Blue Crystal & Pearl Sacred Heart Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 37906 | none | |
| 4051 | DAISY- Bronze | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4062 | DAISY- Silver | 15 | Luggage & Bags | none | 0 | none | |
| 4128 | GATSBY | 15 | Luggage & Bags | none | 0 | none | |
| 4284 | HARMONY | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4289 | HIGHNESS | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 3957 | BOMBAY | 15 | Luggage & Bags | none | 0 | none | |
| 4338 | JANNAT | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4379 | LORELAI | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4385 | MAJESTIC | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4426 | NAILAH | 15 | Luggage & Bags | none | 0 | none | |
| 4491 | PARIS | 15 | Luggage & Bags | none | 0 | none | |
| 4326 | INAYAT | 15 | Luggage & Bags | none | 0 | MADE TO ORDER |