Fold 2 - Understanding why coefficient -6419 was selected
Tag: HEART CHAKRA
Selected Coefficient: -6419
Taxonomy Path: -20.2.1
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| -6419 | 7.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 6419 | 11.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 19198 | 11.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "HEART CHAKRA" tag (processing sequence 1794). 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 | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 25617 | none | |
| 12084 | Beloved Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 12838 | none | |
| 12057 | Nourished Mama Mala | 0 | THROAT CHAKRA | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 0 | EMOTIONAL BALANCE | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | ANTI-VIRAL, DEPRESSION, RESTORATIVE | |
| 12056 | Renewed Mama Mala | 0 | PINK MOONSTONE | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 12087 | Superhero Mama Mala - Sandalwood Version | 0 | THROAT CHAKRA | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 12058 | Moon Mama Mala (silver) | 0 | PINK MOONSTONE | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 12090 | Expecting Mama Mala - Sandalwood Version | -6419 | LEPIDOLITE, SANDALWOOD | 0 | none | ||
| 12059 | Infinite Mama Mala - Sandalwood Version | -6419 | PINK MOONSTONE, THROAT CHAKRA | 0 | none | ||
| 12078 | Strong Mama Mala | -6419 | LEPIDOLITE, SANDALWOOD | 0 | none | ||
| 12083 | Blissful Mama Mala | -6419 | LEPIDOLITE, SANDALWOOD | 0 | none | ||
| 12086 | Sacred Calling Mama Mala | -6419 | SANDALWOOD, THROAT CHAKRA | 0 | none |