Fold 1 - Understanding why coefficient 4 was selected
Tag: FW21
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 4 | 0.000000 | 4 | 4 (4) | Yes |
These are the training products that have the "FW21" tag (processing sequence 1297). 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 |
|---|---|---|---|---|---|---|---|
| 27121 | Terrazzo Grow With Me Winter Trapper Hat | 4 | none | 0 | BRAND_JAN & JUL | ||
| 27143 | York Super Flower Winter Boots | 4 | none | 0 | TYPE_BOOTS | ||
| 27148 | Wine Roan Sweater | 4 | none | 0 | SIZE_6-7 YEARS | ||
| 27154 | Unicorn Grow With Me Winter Trapper Hat | 4 | none | 0 | BRAND_JAN & JUL |