Fold 4 - Understanding why coefficient -34944 was selected
Tag: PERIDOTS
Selected Coefficient: -34944
Taxonomy Path: -1.6.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -34944 | 2.000145 | -1.6.5 | -5.6.1 (-(5*83^2 + 6*83 + 1)) | Yes | |
| -21166 | 2.000145 | -1.6.3 | -3.6.1 (-(3*83^2 + 6*83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 55611 | 3.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "PERIDOTS" tag (processing sequence 4858). 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 |
|---|---|---|---|---|---|---|---|
| 19333 | Harbor Necklace | 55611 | none | 90555 | none | ||
| 20651 | Drift Bracelet with assorted stones | 0 | GARNETS | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | |
| 20644 | Fearless Earrings with stones | -21166 | DANGLES, GARNETS | 13778 | none | ||
| 20640 | Maleficent Hoops with stones | -34944 | GARNETS, MALEFICENT | 0 | none |