Fold 1 - Understanding why coefficient 6419 was selected
Tag: GROUNDING
Selected Coefficient: 6419
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 4
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 | 2.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 19198 | 3.000000 | 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 "GROUNDING" tag (processing sequence 1609). 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 | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 12779 | none | |
| 12076 | Confident Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12084 | Beloved Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 3079 | Absolute Essential Base Chakra Oil (Organic) | 0 | ORGANIC, AROMATHERAPY, BODY OIL | -6419 | VITALITY |