Fold 2 - Understanding why coefficient 15 was selected
Tag: LUXE
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 15
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 |
| 1199 | 14.000000 | 14.15 | 15.14 (15*79 + 14) | Home & Garden > Linens & Bedding | No |
These are the training products that have the "LUXE" tag (processing sequence 1630). 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 |
|---|---|---|---|---|---|---|---|
| 12207 | Luxe Seal Cuddle Minky - 1/2 Yard | 1199 | Home & Garden > Linens & Bedding | none | 1184 | none | |
| 3985 | CELINA | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4004 | MORNI | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4051 | DAISY- Bronze | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4057 | DAISY- Gold | 15 | Luggage & Bags | none | 0 | none | |
| 4062 | DAISY- Silver | 15 | Luggage & Bags | none | 0 | none | |
| 4128 | GATSBY | 15 | Luggage & Bags | none | 0 | none | |
| 3957 | BOMBAY | 15 | Luggage & Bags | none | 0 | none | |
| 4289 | HIGHNESS | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4326 | INAYAT | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4338 | JANNAT | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4379 | LORELAI | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4404 | MISHA | 15 | Luggage & Bags | none | 0 | none | |
| 4486 | NURA | 15 | Luggage & Bags | none | 0 | MADE TO ORDER | |
| 4284 | HARMONY | 15 | Luggage & Bags | none | 0 | MADE TO ORDER |