Fold 4 - Understanding why coefficient -5947278 was selected
Tag: NECKLACES
Selected Coefficient: -5947278
Taxonomy Path: -0.74.4.12
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? |
|---|---|---|---|---|---|
| -5947278 | 1.012658 | -0.74.4.12 | -12.4.74.0 (-(12*79^3 + 4*79^2 + 74*79)) | Yes | |
| 5435911 | 1.012658 | 0.0.2.11 | 11.2.0.0 (11*79^3 + 2*79^2) | No | |
| 50403 | 2.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "NECKLACES" tag (processing sequence 2146). 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 |
|---|---|---|---|---|---|---|---|
| 11181 | 14K Gold Mini Pearl Accent Link Necklace | 5435911 | GOLD, IN-STOCK | 11383189 | none | ||
| 14237 | Blossom Flower Necklace in Gold | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 1467 | Aquamarine Trapeze | -5947278 | BLUE | 0 | none |