Fold 4 - 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: 14
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 | 10.000000 | 0 | 0 (0) | No | |
| -5741637 | 13.000000 | -75.77.50.11 | -11.50.77.75 (-(11*79^3 + 50*79^2 + 77*79 + 75)) | No | |
| 12779 | 13.000000 | 60.3.2 | 2.3.60 (2*79^2 + 3*79 + 60) | No | |
| 19198 | 13.000000 | 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 1005). 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 |
|---|---|---|---|---|---|---|---|
| 12088 | I Am Love | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 12779 | none | |
| 12081 | I Am Truth | 12779 | AMAZONITE | 6360 | none | ||
| 12034 | Clear Quartz Mala Beads - Sandalwood Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | FALL | |
| 12054 | Present Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | 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 | |
| 12079 | Manifesting Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | LABRADORITE | |
| 12074 | Open Heart Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | SMOKY QUARTZ | |
| 12083 | Blissful Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12073 | Radiant Mama Mala | 0 | AMAZONITE | -6419 | MOONSTONE | ||
| 9391 | Rock Crystal Drop Earrings - Sterling Silver Plated | 0 | GOLD | -6419 | WHITE CRYSTAL, HERKIMER DIAMOND | ||
| 9316 | Raw Clear Quartz Point Pendant - Silver Plated Necklace | 0 | CHARM NECKLACE | -6419 | none | ||
| 12086 | Sacred Calling Mama Mala | 0 | AMAZONITE | -6419 | MOONSTONE | ||
| 10875 | Lemurian Clear Quartz Seed Crystal Twin Soul Cluster | -5741637 | BEDROOM | -5748056 | none |