Fold 4 - Understanding why coefficient -197271769 was selected
Tag: TRAVEL MUG
Selected Coefficient: -197271769
Taxonomy Path: -0.0.9.5.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -197271769 | 2.000160 | -0.0.9.5.5 | -5.5.9.0.0 (-(5*79^4 + 5*79^3 + 9*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 2896627 | 3.000000 | 13.10.69.5 | 5.69.10.13 (5*79^3 + 69*79^2 + 10*79 + 13) | No | |
| 197278636 | 3.000000 | 73.7.10.5.5 | 5.5.10.7.73 (5*79^4 + 5*79^3 + 10*79^2 + 7*79 + 73) | No |
These are the training products that have the "TRAVEL MUG" tag (processing sequence 3301). 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 |
|---|---|---|---|---|---|---|---|
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | 197278636 | WEDDING GIFTS | 394550405 | ANNIVERSARY GIFTS | ||
| 18309 | Vegan Circle Travel Mug | 2896627 | GRAPE CAT | 200168396 | none | ||
| 15155 | Rambler 6OZ Mug 2PK | 0 | COFFEE MUG | 197271769 | none | ||
| 15148 | Rambler 24OZ Mug | -197271769 | COFFEE MUG | 0 | none |