Fold 1 - 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 | |
| 116850243 | 2.000160 | 0.0.0.0.3 | 3.0.0.0.0 (3*79^4) | No | |
| 6922152 | 3.000000 | 14.11.3.14 | 14.3.11.14 (14*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | No |
| 197278379 | 3.000000 | 53.4.10.5.5 | 5.5.10.4.53 (5*79^4 + 5*79^3 + 10*79^2 + 4*79 + 53) | No |
These are the training products that have the "TRAVEL MUG" tag (processing sequence 4369). 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 | 197278379 | WEDDING GIFTS, ANNIVERSARY GIFTS | 394550148 | none | ||
| 18299 | Grape Cat 30 oz. Travel Mug | 116850243 | COFFEE MUG | 314122012 | none | ||
| 18309 | Vegan Circle Travel Mug | 6922152 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | none | 204193921 | none | |
| 15148 | Rambler 24OZ Mug | -197271769 | COFFEE MUG | 0 | none |