Fold 1 - Understanding why coefficient -131209 was selected
Tag: WOMEN'S GIFT
Selected Coefficient: -131209
Taxonomy Path: -1.2.26
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -131209 | 1.000000 | -1.2.26 | -26.2.1 (-(26*71^2 + 2*71 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOMEN'S GIFT" tag (processing sequence 2418). 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 |
|---|---|---|---|---|---|---|---|
| 200 | Ruffle Scarf - Sky | 0 | SCARVESANDSNOODS | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | WOMEN'S PRESENT | |
| 199 | Ruffle Scarf - Navy | -131209 | CHRISTMAS GIFT, MACHINE WASHABLE SCARF, SCARVESANDSNOODS | 0 | WOMEN'S PRESENT |