Fold 4 - Understanding why coefficient -18723 was selected
Tag: RUBY
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -18723 | 2.000160 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -82083 | 3.000000 | -2.12.13 | -13.12.2 (-(13*79^2 + 12*79 + 2)) | No | |
| 6419 | 3.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "RUBY" tag (processing sequence 4384). 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 |
|---|---|---|---|---|---|---|---|
| 12055 | Sovereign Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 25142 | none | |
| 13841 | Birthstone Halo Earrings - Ruby | 0 | THE BIRTHSTONE COLLECTION | 18723 | none | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | -18723 | CHAIN MATERIAL DARK BROWN LEATHER | 0 | none | ||
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | -82083 | ANTIQUE BRONZE, WOMEN'S NECKLACE, PENDANT | -63360 | none |