Fold 4 - Understanding why coefficient 7075 was selected
Tag: AMAZONITE
Selected Coefficient: 7075
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 8
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 | 5.000000 | 20.2.1 | 1.2.20 (6889 + 2*83 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 21166 | 6.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 0 | 6.000145 | 0 | 0 (0) | No | |
| 20667 | 6.000145 | 0.0.3 | 3.0.0 (3*83^2) | No | |
| -83666 | 7.000000 | -2.12.12 | -12.12.2 (-(12*83^2 + 12*83 + 2)) | No |
These are the training products that have the "AMAZONITE" tag (processing sequence 4560). 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 | 21166 | HEART CHAKRA, ROOT CHAKRA | 14091 | GROUNDING | ||
| 12081 | I Am Truth | 21166 | none | 14091 | none | ||
| 26272 | Semi-Precious Stone Hugging Ring Sterling Silver | 20667 | FULL PRICE | 13592 | none | ||
| 12073 | Radiant Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12086 | Sacred Calling Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | CROWN CHAKRA, HEART CHAKRA | 0 | none | |
| 12087 | Superhero Mama Mala - Sandalwood Version | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | HEART CHAKRA, ROOT CHAKRA | 0 | none | |
| 12033 | Superhero Mama Mala - Gemstone Version | 0 | ROOT CHAKRA | -7075 | none | ||
| 270 | Intention Bracelet (Small) | -83666 | PYRITE, BRACELET, ONYX | -90741 | none |