Fold 1 - Understanding why coefficient -15123 was selected
Tag: 19TH ANNIVERSARY
Selected Coefficient: -15123
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -15123 | 4.000198 | -0.0.3 | -3.0.0 (-(3*71^2)) | Yes | |
| 0 | 4.000198 | 0 | 0 (0) | No | |
| 40755 | 4.000198 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 71001 | 4.000198 | 1.6.14 | 14.6.1 (14*71^2 + 6*71 + 1) | No | |
| -40755 | 5.000000 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | No | |
| 30251 | 5.000000 | 5.0.6 | 6.0.5 (6*71^2 + 5) | No |
These are the training products that have the "19TH ANNIVERSARY" tag (processing sequence 268). 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 |
|---|---|---|---|---|---|---|---|
| 9486 | Aquamarine Silver Wire Wrapped Necklace | 71001 | CHARM NECKLACE, 16TH ANNIVERSARY | 86124 | none | ||
| 9012 | Blue Topaz - Rose Gold | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 55878 | Apparel & Accessories > Jewelry > Watches | CHAIN LENGTH 18", LIGHT BLUE |
| 9028 | New Beginnings Crystals - Bundle Bags | 30251 | 12TH ANNIVERSARY, 16TH ANNIVERSARY | 45374 | BUNDLES, YELLOW CRYSTAL | ||
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | SILVER, 12TH ANNIVERSARY, 16TH ANNIVERSARY | 15123 | 20TH ANNIVERSARY | ||
| 9011 | Blue Topaz Pendant - Sterling Silver | -15123 | PENDANT NECKLACE | 0 | BACKING MATERIAL 0925 STERLING SILVER, LIGHT BLUE | ||
| 9013 | Raw Topaz - Sterling Silver Plated | -40755 | CHARM NECKLACE, PENDANT NECKLACE | -25632 | none |