Fold 1 - Understanding why coefficient -43984 was selected
Tag: PINK MOONSTONE
Selected Coefficient: -43984
Taxonomy Path: -60.3.7
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -43984 | 3.000000 | -60.3.7 | -7.3.60 (-(7*79^2 + 3*79 + 60)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 6419 | 4.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "PINK MOONSTONE" tag (processing sequence 2313). 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 |
|---|---|---|---|---|---|---|---|
| 12058 | Moon Mama Mala (silver) | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 50403 | Apparel & Accessories > Jewelry > Necklaces | none |
| 12056 | Renewed Mama Mala | 0 | CLEAR QUARTZ | 43984 | none | ||
| 12074 | Open Heart Mama Mala | 0 | CLEAR QUARTZ | 43984 | none | ||
| 12043 | Infinite Mama Mala - Gemstone Version | -43984 | RAINBOW MOONSTONE | 0 | none | ||
| 12059 | Infinite Mama Mala - Sandalwood Version | -43984 | RAINBOW MOONSTONE | 0 | none |