Fold 0 - Understanding why coefficient 159 was selected
Tag: BIS-HIDDEN
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 159 | 3.012818 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 193630 | 3.012818 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 31680 | 3.025316 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| -150198 | 5.000000 | -19.5.24 | -24.5.19 (-(24*79^2 + 5*79 + 19)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 355758 | 5.000000 | 21.0.57 | 57.0.21 (57*79^2 + 21) | No |
These are the training products that have the "BIS-HIDDEN" tag (processing sequence 4541). 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 |
|---|---|---|---|---|---|---|---|
| 16959 | Continue Bracelet | 355758 | MAY2024, HER-23 | 355599 | none | ||
| 16978 | Elephant Charm | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 193471 | none | |
| 16918 | White Lotus Charm | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 31521 | none | |
| 17138 | Seahorse Charm | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 17253 | Mermaid at Heart Bracelet | 0 | RETIRE FALL 24 OOS | -159 | none | ||
| 17267 | Rubber Ducky Goldies | -150198 | FREEAFFIRMATION, META-RELATED-COLLECTION-CLUB | -150357 | none |