Fold 2 - Understanding why coefficient 6419 was selected
Tag: CLEAR QUARTZ
Selected Coefficient: 6419
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 11
Unique residual values tried: 3
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 | 4.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 19198 | 9.000000 | 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 "CLEAR QUARTZ" tag (processing sequence 996). 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 |
|---|---|---|---|---|---|---|---|
| 12081 | I Am Truth | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 12779 | none | |
| 12088 | I Am Love | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 12779 | none | |
| 12056 | Renewed Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12057 | Nourished Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12034 | Clear Quartz Mala Beads - Sandalwood Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12079 | Manifesting Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | ROOT CHAKRA | |
| 12086 | Sacred Calling 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 | LEPIDOLITE, ROOT CHAKRA | |
| 12054 | Present Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | LEPIDOLITE | |
| 12074 | Open Heart Mama Mala | 0 | SMOKY QUARTZ | -6419 | none | ||
| 9316 | Raw Clear Quartz Point Pendant - Silver Plated Necklace | 0 | CHARM NECKLACE | -6419 | none |