Fold 4 - Understanding why coefficient 6419 was selected
Tag: RAINBOW MOONSTONE
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: 2
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 | 1.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 12838 | 3.000000 | 40.4.2 | 2.4.40 (2*79^2 + 4*79 + 40) | No |
These are the training products that have the "RAINBOW MOONSTONE" tag (processing sequence 815). 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 |
|---|---|---|---|---|---|---|---|
| 12055 | Sovereign Mama Mala | 12838 | LEPIDOLITE | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 12032 | Expecting Mama Mala - Gemstone Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | ROSE QUARTZ, LEPIDOLITE | 0 | none | |
| 12043 | Infinite Mama Mala - Gemstone Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 12059 | Infinite Mama Mala - Sandalwood Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none |