Fold 4 - Understanding why coefficient 7075 was selected
Tag: ROOT CHAKRA
Selected Coefficient: 7075
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 10
Unique residual values tried: 6
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) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 14150 | 8.000000 | 40.4.2 | 2.4.40 (2*83^2 + 4*83 + 40) | No | |
| -7075 | 9.000000 | -20.2.1 | -1.2.20 (-(6889 + 2*83 + 20)) | No | |
| 21166 | 9.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 28241 | 9.000000 | 21.8.4 | 4.8.21 (4*83^2 + 8*83 + 21) | No |
These are the training products that have the "ROOT CHAKRA" tag (processing sequence 3206). 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 | 28241 | HEART CHAKRA | 21166 | AMAZONITE, GROUNDING | ||
| 12089 | I Am Adventurous | 21166 | none | 14091 | none | ||
| 12084 | Beloved Mama Mala | 14150 | HEART CHAKRA | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | GROUNDING | |
| 12087 | Superhero Mama Mala - Sandalwood Version | 14150 | HEART CHAKRA | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | AMAZONITE | |
| 12033 | Superhero Mama Mala - Gemstone Version | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | AMAZONITE | |
| 12077 | Patient Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12083 | Blissful Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | LEPIDOLITE, HEART CHAKRA | 0 | none | |
| 12079 | Manifesting Mama Mala | 0 | CROWN CHAKRA | -7075 | none | ||
| 12076 | Confident Mama Mala | 0 | CROWN CHAKRA | -7075 | ONYX, GROUNDING | ||
| 30529 | Bismuth | -7075 | CRYSTAL HEALING, CROWN CHAKRA | -14150 | none |