Fold 0 - Understanding why coefficient -6419 was selected
Tag: ROOT CHAKRA
Selected Coefficient: -6419
Taxonomy Path: -20.2.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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 | 4.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6419 | 4.000000 | 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 "ROOT CHAKRA" tag (processing sequence 391). 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 |
|---|---|---|---|---|---|---|---|
| 12033 | Superhero Mama Mala - Gemstone Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 12838 | THROAT CHAKRA | |
| 12076 | Confident Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 12838 | THROAT CHAKRA, ONYX | |
| 12077 | Patient Mama Mala | 0 | SANDALWOOD | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 12084 | Beloved Mama Mala | 0 | HEART CHAKRA | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 12078 | Strong Mama Mala | -6419 | SANDALWOOD, HEART CHAKRA | 0 | none | ||
| 12083 | Blissful Mama Mala | -6419 | SANDALWOOD, HEART CHAKRA | 0 | none |