Fold 1 - Understanding why coefficient -55611 was selected
Tag: CARNELIAN
Selected Coefficient: -55611
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -55611 | 1.000290 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| -41833 | 1.000435 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No | |
| -21166 | 1.000435 | -1.6.3 | -3.6.1 (-(3*83^2 + 6*83 + 1)) | No | |
| -97444 | 4.000000 | -2.12.14 | -14.12.2 (-(14*83^2 + 12*83 + 2)) | No |
These are the training products that have the "CARNELIAN" tag (processing sequence 5609). 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 |
|---|---|---|---|---|---|---|---|
| 271 | Intention Bracelet (Large) | -21166 | BRACELET, PYRITE | 34445 | none | ||
| 20696 | Bloom Necklace | -41833 | AQUA CHALCEDONY, GARNETS, FEARLESS | 13778 | none | ||
| 9039 | Raw Carnelian Necklace -Wire Wrapped Healing Crystal Pendant | -55611 | CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACE | 0 | none | ||
| 20640 | Maleficent Hoops with stones | -55611 | AQUA CHALCEDONY, GARNETS, MALEFICENT | 0 | none | ||
| 20644 | Fearless Earrings with stones | -97444 | DANGLES, AQUA CHALCEDONY, GARNETS, FEARLESS | -41833 | none |