Fold 0 - Understanding why coefficient 6419 was selected
Tag: THROAT CHAKRA
Selected Coefficient: 6419
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? |
|---|---|---|---|---|---|
| 6419 | 3.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| -43984 | 8.000000 | -60.3.7 | -7.3.60 (-(7*79^2 + 3*79 + 60)) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 19198 | 8.000000 | 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 "THROAT CHAKRA" tag (processing sequence 215). 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 |
|---|---|---|---|---|---|---|---|
| 12080 | I Am a Superhero | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 12779 | HEART CHAKRA | |
| 12033 | Superhero Mama Mala - Gemstone Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12057 | Nourished Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | HEART CHAKRA | |
| 12076 | Confident Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12079 | Manifesting Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12087 | Superhero Mama Mala - Sandalwood Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | HEART CHAKRA | |
| 12086 | Sacred Calling Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | HEART CHAKRA | |
| 2893 | Absolute Essential Throat Chakra Essential Oil Blend (Organic) | 0 | ORGANIC | -6419 | none | ||
| 12059 | Infinite Mama Mala - Sandalwood Version | -43984 | RAINBOW MOONSTONE | -50403 | HEART CHAKRA, PINK MOONSTONE |