Fold 4 - 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 | 3.025316 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 31680 | 3.025316 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 355580 | 3.025316 | 1.77.56 | 56.77.1 (56*79^2 + 77*79 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 187394 | 5.000000 | 6.2.30 | 30.2.6 (30*79^2 + 2*79 + 6) | No | |
| 206587 | 5.000000 | 2.8.33 | 33.8.2 (33*79^2 + 8*79 + 2) | No |
These are the training products that have the "BIS-HIDDEN" tag (processing sequence 3992). 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 | 355580 | MAY2024, META-WEEKLY-24-WEEK21, HER-23 | 355421 | none | ||
| 17253 | Mermaid at Heart Bracelet | 206587 | RETIRE FALL 24 OOS | 206428 | none | ||
| 17267 | Rubber Ducky Goldies | 187394 | META-WEEKLY-24-WEEK21 | 187235 | 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 | |
| 17262 | One and only Bracelet | 0 | META-COLOR:BLUE, HER-23 | -159 | none |