Fold 1 - Understanding why coefficient -19198 was selected
Tag: GEMSTONE
Selected Coefficient: -19198
Taxonomy Path: -1.6.3
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? |
|---|---|---|---|---|---|
| -19198 | 4.000160 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | Yes | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| 867024 | 4.000160 | 78.72.59.1 | 1.59.72.78 (493039 + 59*79^2 + 72*79 + 78) | No | |
| 923668 | 4.000160 | 0.0.69.1 | 1.69.0.0 (493039 + 69*79^2) | No | |
| -43984 | 5.000000 | -60.3.7 | -7.3.60 (-(7*79^2 + 3*79 + 60)) | No | |
| 6419 | 5.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "GEMSTONE" tag (processing sequence 1486). 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 |
|---|---|---|---|---|---|---|---|
| 1456 | Bezel Set Salt and Pepper Diamond Solitaire Ring | 923668 | DELICATE, ENGAGEMENT RINGS | 942866 | none | ||
| 1457 | Bezel Set Spessartite Garnet Solitaire Ring | 867024 | 7, DELICATE, ENGAGEMENT RINGS | 886222 | none | ||
| 12021 | Rutilated Quartz Mama Mala - Gemstone Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 25617 | none | |
| 1458 | Polaris Ring in Moss Agate | 0 | ENGAGEMENT RINGS | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | |
| 9629 | Bijou Necklace - Green Zirconia | -19198 | NECKLACE, 14K YELLOW GOLD FILLED | 0 | none | ||
| 12032 | Expecting Mama Mala - Gemstone Version | -43984 | RAINBOW MOONSTONE | -24786 | LEPIDOLITE |