Fold 1 - Understanding why coefficient -13778 was selected
Tag: GARNETS
Selected Coefficient: -13778
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -13778 | 4.000145 | -0.0.2 | -2.0.0 (-(2*83^2)) | Yes | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| 21166 | 4.000145 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 55611 | 4.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| -83666 | 5.000000 | -2.12.12 | -12.12.2 (-(12*83^2 + 12*83 + 2)) | No | |
| -55611 | 5.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No |
These are the training products that have the "GARNETS" tag (processing sequence 4588). 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 |
|---|---|---|---|---|---|---|---|
| 20661 | Marquise Necklace | 55611 | none | 69389 | Apparel & Accessories > Jewelry > Watch Accessories | FEARLESS | |
| 20651 | Drift Bracelet with assorted stones | 21166 | none | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | FEARLESS | |
| 20696 | Bloom Necklace | 0 | AQUA CHALCEDONY | 13778 | FEARLESS, CARNELIAN | ||
| 20640 | Maleficent Hoops with stones | -13778 | AQUA CHALCEDONY | 0 | MALEFICENT, CARNELIAN | ||
| 20644 | Fearless Earrings with stones | -55611 | DANGLES, AQUA CHALCEDONY | -41833 | FEARLESS, CARNELIAN | ||
| 20662 | Navette Earrings | -83666 | HOOPS, POSTS, DANGLES | -69888 | FEARLESS |