Fold 4 - Understanding why coefficient -31205 was selected
Tag: PYRITE
Selected Coefficient: -31205
Taxonomy Path: -0.0.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -31205 | 2.000000 | -0.0.5 | -5.0.0 (-(5*79^2)) | Yes | |
| 19198 | 2.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 553296594 | 2.000000 | 28.9.17.16.14 | 14.16.17.9.28 (14*79^4 + 16*79^3 + 17*79^2 + 9*79 + 28) | No |
These are the training products that have the "PYRITE" tag (processing sequence 2379). 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 |
|---|---|---|---|---|---|---|---|
| 270 | Intention Bracelet (Small) | 553296594 | CITRINE, GIFT, ALYCIÆNGEL, AMAZONITE, BETTER TOGETHER, BOHO, COACHELLA | 553327799 | BRACELET, MOONSTONE, CHARM, LABRADORITE, SMOKY QUARTZ | ||
| 12082 | I Am Brave | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 50403 | Apparel & Accessories > Jewelry > Necklaces | none |
| 8893 | Bloodstone and Pyrite Wrap Bracelet | -31205 | GREEN CRYSTAL | 0 | none |