Fold 3 - Understanding why coefficient 5 was selected
Tag: MANUALSTATION
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 5 | 1.000000 | 5 | 5 (5) | Bundles | Yes |
| 187389 | 3.000000 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
These are the training products that have the "MANUALSTATION" tag (processing sequence 2089). 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 |
|---|---|---|---|---|---|---|---|
| 16997 | Series Club F&F Bracelet | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 187384 | none | |
| 16995 | Feel-Good 4-Pack | 5 | Bundles | none | 0 | none | |
| 17047 | Grandfathered Mystery 3-Pack | 5 | Bundles | none | 0 | none | |
| 17271 | Prepaid Grandfathered Mystery 4-Pack | 5 | Bundles | none | 0 | none |