Fold 3 - Understanding why coefficient 4 was selected
Tag: NEW BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 4 | 1.012048 | 4 | 4 (4) | Yes | |
| 170 | 1.012048 | 4.2 | 2.4 (2*83 + 4) | No | |
| 48608953 | 2.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "NEW BABY" tag (processing sequence 6267). 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 |
|---|---|---|---|---|---|---|---|
| 22365 | Personalised Siblings Embroidered Artwork | 48608953 | none | 48608949 | none | ||
| 22364 | Personalised Sheep Embroidered Plaque | 170 | none | 166 | none | ||
| 8602 | 13cm Baby Sleeping Door Hanger | 4 | none | 0 | none |