Fold 0 - Understanding why coefficient -3863100 was selected
Tag: SS SCARF STOLE
Selected Coefficient: -3863100
Taxonomy Path: -0.78.65.7
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -3863100 | 4.000002 | -0.78.65.7 | -7.65.78.0 (-(7*79^3 + 65*79^2 + 78*79)) | Yes | |
| -5835256 | 4.000012 | -0.78.65.11 | -11.65.78.0 (-(11*79^3 + 65*79^2 + 78*79)) | No | |
| 162425 | 8.000002 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 196884986 | 8.000004 | 1.2.26.4.5 | 5.4.26.2.1 (5*79^4 + 4*79^3 + 26*79^2 + 2*79 + 1) | No | |
| -7888625 | 10.000000 | -1.0.0.16 | -16.0.0.1 (-(16*79^3 + 1)) | No |
These are the training products that have the "SS SCARF STOLE" tag (processing sequence 2781). 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 |
|---|---|---|---|---|---|---|---|
| 1697 | Sara Scarf - 100% Cotton Knit | 196884986 | BABY PINK, COTTON | 200748086 | none | ||
| 1682 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 1683 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 1703 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1696 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1700 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1702 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1698 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1699 | Sara Scarf - 100% Cotton Knit | -3863100 | COTTON | 0 | none | ||
| 1681 | Nadia Scarf - 59% Silk / 41% Cotton Knit | -5835256 | IVORY | -1972156 | none | ||
| 1684 | Sara Scarf - 100% Cotton Knit | -7888625 | GREY, COTTON | -4025525 | none |