Fold 2 - Understanding why coefficient -55611 was selected
Tag: BLACK 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 | |
| 21166 | 3.000145 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 55611 | 3.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BLACK CRYSTAL" tag (processing sequence 2650). 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 |
|---|---|---|---|---|---|---|---|
| 9560 | Sterling Silver Wire Wrapped Raw Tourmaline Necklace | 55611 | none | 111222 | none | ||
| 9000 | Blue Tiger’s Eye Healing Crystal - Mala Bracelet | 21166 | none | 76777 | none | ||
| 8892 | Black Tourmaline Mala Necklace | 0 | CRYSTAL NECKLACE | 55611 | none | ||
| 8839 | AURA OBSIDIAN COLLECTION - Obsidian Pink | -55611 | BLACK OBSIDIAN, CRYSTAL NECKLACES | 0 | none | ||
| 8847 | AURA OBSIDIAN COLLECTION - Obsidian Violet Necklace | -55611 | BLACK OBSIDIAN, CRYSTAL NECKLACES | 0 | none |