Fold 0 - Understanding why coefficient 6419 was selected
Tag: HEART CHAKRA
Selected Coefficient: 6419
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 10
Unique residual values tried: 2
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) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEART CHAKRA" tag (processing sequence 134). 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 |
|---|---|---|---|---|---|---|---|
| 12057 | Nourished Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | THROAT CHAKRA | |
| 12084 | Beloved Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | ROOT CHAKRA | |
| 12058 | Moon Mama Mala (silver) | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12043 | Infinite Mama Mala - Gemstone Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | RAINBOW MOONSTONE | |
| 12059 | Infinite Mama Mala - Sandalwood Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | RAINBOW MOONSTONE, THROAT CHAKRA | |
| 12056 | Renewed Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12090 | Expecting Mama Mala - Sandalwood Version | 0 | SANDALWOOD | -6419 | none | ||
| 12078 | Strong Mama Mala | 0 | SANDALWOOD | -6419 | ROOT CHAKRA | ||
| 12083 | Blissful Mama Mala | 0 | SANDALWOOD | -6419 | ROOT CHAKRA | ||
| 12086 | Sacred Calling Mama Mala | 0 | SANDALWOOD | -6419 | THROAT CHAKRA |