Fold 4 - Understanding why coefficient -55611 was selected
Tag: YELLOW CRYSTAL
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 | 3.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| -6889 | 3.000145 | -0.0.1 | -1.0.0 (-(6889)) | No | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| -111222 | 4.000000 | -2.12.16 | -16.12.2 (-(16*83^2 + 12*83 + 2)) | No |
These are the training products that have the "YELLOW CRYSTAL" tag (processing sequence 4105). 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 |
|---|---|---|---|---|---|---|---|
| 9028 | New Beginnings Crystals - Bundle Bags | 0 | BUNDLES | 55611 | none | ||
| 9040 | Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings | -6889 | 17TH ANNIVERSARY | 48722 | none | ||
| 4999 | Raw Citrine Pendant Necklace - Bright Silver Plated | -55611 | CRYSTAL NECKLACES, 17TH ANNIVERSARY | 0 | none | ||
| 9026 | Raw Citrine Pendant Necklace - Sterling Silver with Chain | -55611 | CRYSTAL NECKLACE, 17TH ANNIVERSARY | 0 | none | ||
| 9050 | Women's Citrine Pendant Necklace - Antique Bronze | -111222 | ANTIQUE BRONZE, CRYSTAL NECKLACES, 17TH ANNIVERSARY | -55611 | none |