Fold 1 - Understanding why coefficient 7075 was selected
Tag: ROOT CHAKRA
Selected Coefficient: 7075
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 7075 | 4.000000 | 20.2.1 | 1.2.20 (6889 + 2*83 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 96 | 8.000000 | 13.1 | 1.13 (83 + 13) | No | |
| 21166 | 8.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No |
These are the training products that have the "ROOT CHAKRA" tag (processing sequence 2876). 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 |
|---|---|---|---|---|---|---|---|
| 12010 | Embrace Mama Stack | 21166 | none | 14091 | none | ||
| 12084 | Beloved Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12033 | Superhero Mama Mala - Gemstone Version | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12076 | Confident Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12077 | Patient Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12079 | Manifesting Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 30529 | Bismuth | 96 | none | -6979 | CRYSTAL HEALING | ||
| 12083 | Blissful Mama Mala | 0 | LEPIDOLITE | -7075 | none | ||
| 12078 | Strong Mama Mala | 0 | LEPIDOLITE | -7075 | BLACK ONYX |