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: 12
Unique residual values tried: 5
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) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 7.000160 | 0 | 0 (0) | No | |
| -31205 | 7.000641 | -0.0.5 | -5.0.0 (-(5*79^2)) | No | |
| -50403 | 11.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 12779 | 11.000000 | 60.3.2 | 2.3.60 (2*79^2 + 3*79 + 60) | No |
These are the training products that have the "HEART CHAKRA" tag (processing sequence 1664). 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 | 12779 | THROAT CHAKRA | 6360 | none | ||
| 12056 | Renewed Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | PINK MOONSTONE | |
| 12090 | Expecting Mama Mala - Sandalwood Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12078 | Strong Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12083 | Blissful Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12084 | Beloved Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12087 | Superhero Mama Mala - Sandalwood Version | 0 | THROAT CHAKRA | -6419 | none | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 0 | ANTI-VIRAL | -6419 | none | ||
| 12057 | Nourished Mama Mala | 0 | THROAT CHAKRA | -6419 | none | ||
| 12086 | Sacred Calling Mama Mala | 0 | THROAT CHAKRA | -6419 | none | ||
| 12010 | Embrace Mama Stack | -31205 | RAINBOW MOONSTONE | -37624 | none | ||
| 12059 | Infinite Mama Mala - Sandalwood Version | -50403 | RAINBOW MOONSTONE, THROAT CHAKRA | -56822 | PINK MOONSTONE |