Fold 1 - Understanding why coefficient 20164 was selected
Tag: MACHINE WASHABLE SCARF
Selected Coefficient: 20164
Taxonomy Path: 0.0.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 20164 | 0.000198 | 0.0.4 | 4.0.0 (4*71^2) | Yes | |
| 0 | 0.000397 | 0 | 0 (0) | No |
These are the training products that have the "MACHINE WASHABLE SCARF" tag (processing sequence 1621). 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 |
|---|---|---|---|---|---|---|---|
| 199 | Ruffle Scarf - Navy | 20164 | CHRISTMAS GIFT | 0 | SCARVESANDSNOODS, WOMEN'S GIFT, WOMEN'S PRESENT | ||
| 287 | Snood - Wine | 20164 | SANTA GIFT, HAND MADE | 0 | SCARVESANDSNOODS, WOMEN'S PRESENT | ||
| 286 | Snood - Rust | 0 | SANTA GIFT, HAND MADE | -20164 | SCARVESANDSNOODS, WOMEN'S PRESENT |