Fold 2 - Understanding why coefficient -599295 was selected
Tag: EMBROIDERY
Selected Coefficient: -599295
Taxonomy Path: -1.2.17.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -599295 | 2.000002 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | Yes | |
| 5810212 | 2.000004 | 78.76.61.11 | 11.61.76.78 (11*79^3 + 61*79^2 + 76*79 + 78) | No | |
| 44320 | 3.012658 | 1.8.7 | 7.8.1 (7*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Slippers | No |
| 3039447 | 3.012658 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
These are the training products that have the "EMBROIDERY" tag (processing sequence 1281). 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 |
|---|---|---|---|---|---|---|---|
| 14181 | Unisex Trucker Hat | 5810212 | HATS, ACCESSORIES | 6409507 | none | ||
| 866 | Dagorda | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 3638742 | ESSENTIEL ANTWERP | |
| 6 | Night Blue Groom Satin Slippers | 44320 | Apparel & Accessories > Shoes > Slippers | none | 643615 | SLIPPERS | |
| 292 | Babygirl Cap | -599295 | HATS, ACCESSORIES | 0 | none | ||
| 293 | Babygirl Cap | -599295 | HATS, ACCESSORIES | 0 | none |