Fold 0 - Understanding why coefficient 4 was selected
Tag: NEW BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 4 | 4.012048 | 4 | 4 (4) | Yes | |
| 170 | 4.012048 | 4.2 | 2.4 (2*83 + 4) | No | |
| -7495582 | 5.000000 | -18.4.9.13 | -13.9.4.18 (-(13*83^3 + 9*83^2 + 4*83 + 18)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 186 | 5.000000 | 20.2 | 2.20 (2*83 + 20) | No | |
| 48608953 | 5.000000 | 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 6094). 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 | ||
| 32250 | Cross Bib & Spoon Gift Set | 186 | none | 182 | none | ||
| 22364 | Personalised Sheep Embroidered Plaque | 170 | none | 166 | none | ||
| 8602 | 13cm Baby Sleeping Door Hanger | 4 | none | 0 | none | ||
| 24485 | Sisterhood of Motherhood card | 0 | NICOLA ROWLANDS, CARDS, VALENTINES DAY | -4 | MOTHERS DAY | ||
| 24474 | Yippee Card | -7495582 | NICOLA ROWLANDS, CARDS | -7495586 | none |