Fold 4 - Understanding why coefficient -7075 was selected
Tag: HEART CHAKRA
Selected Coefficient: -7075
Taxonomy Path: -20.2.1
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -7075 | 7.000000 | -20.2.1 | -1.2.20 (-(6889 + 2*83 + 20)) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 7075 | 8.000000 | 20.2.1 | 1.2.20 (6889 + 2*83 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 21166 | 9.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 2363189 | 9.000000 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "HEART CHAKRA" tag (processing sequence 2589). 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 |
|---|---|---|---|---|---|---|---|
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 2363189 | none | 2370264 | REVITALISING | ||
| 12080 | I Am a Superhero | 21166 | none | 28241 | ROOT CHAKRA, AMAZONITE, GROUNDING | ||
| 12087 | Superhero Mama Mala - Sandalwood Version | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 14150 | ROOT CHAKRA, AMAZONITE | |
| 12084 | Beloved Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 14150 | ROOT CHAKRA, GROUNDING | |
| 12083 | Blissful Mama Mala | 0 | LEPIDOLITE | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | ROOT CHAKRA | |
| 12057 | Nourished Mama Mala | 0 | CROWN CHAKRA | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 12086 | Sacred Calling Mama Mala | 0 | CROWN CHAKRA | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | AMAZONITE | |
| 12090 | Expecting Mama Mala - Sandalwood Version | -7075 | LEPIDOLITE, CROWN CHAKRA | 0 | none | ||
| 12043 | Infinite Mama Mala - Gemstone Version | -7075 | PINK MOONSTONE, CROWN CHAKRA | 0 | none | ||
| 12059 | Infinite Mama Mala - Sandalwood Version | -7075 | PINK MOONSTONE, CROWN CHAKRA | 0 | none |