Fold 1 - Understanding why coefficient -71001 was selected
Tag: 16TH ANNIVERSARY
Selected Coefficient: -71001
Taxonomy Path: -1.6.14
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? |
|---|---|---|---|---|---|
| -71001 | 3.000000 | -1.6.14 | -14.6.1 (-(14*71^2 + 6*71 + 1)) | Yes | |
| -40750 | 3.000000 | -67.5.8 | -8.5.67 (-(8*71^2 + 5*71 + 67)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 40755 | 3.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "16TH ANNIVERSARY" tag (processing sequence 266). 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 |
|---|---|---|---|---|---|---|---|
| 9148 | Men's Raw Peridot Necklace in 14k Gold-Filled | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 111756 | CHAIN MATERIAL ANTIQUE BRONZE, CHAIN MATERIAL ROUND BLACK COTTON | |
| 9486 | Aquamarine Silver Wire Wrapped Necklace | 0 | CHARM NECKLACE | 71001 | 19TH ANNIVERSARY | ||
| 9028 | New Beginnings Crystals - Bundle Bags | -40750 | 12TH ANNIVERSARY | 30251 | 19TH ANNIVERSARY, BUNDLES, YELLOW CRYSTAL | ||
| 8875 | Black Fossil Pendant - Men's Necklace | -71001 | SILVER, 12TH ANNIVERSARY | 0 | 19TH ANNIVERSARY, 20TH ANNIVERSARY |