Fold 0 - Understanding why coefficient -55611 was selected
Tag: YELLOW CRYSTAL
Selected Coefficient: -55611
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 6
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 | 4.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 48722 | 4.000145 | 1.6.7 | 7.6.1 (7*83^2 + 6*83 + 1) | No | |
| 55611 | 4.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "YELLOW CRYSTAL" tag (processing sequence 3470). 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 |
|---|---|---|---|---|---|---|---|
| 9026 | Raw Citrine Pendant Necklace - Sterling Silver with Chain | 55611 | CRYSTAL NECKLACE, GOLD AND SILVER | 111222 | none | ||
| 9040 | Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings | 48722 | none | 104333 | none | ||
| 5066 | Citrine Pendant Necklace - Antique Bronze | 0 | CRYSTAL NECKLACES | 55611 | none | ||
| 9028 | New Beginnings Crystals - Bundle Bags | 0 | BUNDLES | 55611 | 19TH ANNIVERSARY, 16TH ANNIVERSARY | ||
| 4999 | Raw Citrine Pendant Necklace - Bright Silver Plated | -55611 | CRYSTAL NECKLACES, WOMEN'S NECKLACE | 0 | none | ||
| 9050 | Women's Citrine Pendant Necklace - Antique Bronze | -55611 | CRYSTAL NECKLACES, ANTIQUE BRONZE | 0 | none |