Fold 1 - Understanding why coefficient 25044 was selected
Tag: FABRIC
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 25044 | 3.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 3451273 | 3.012658 | 0.0.0.7 | 7.0.0.0 (7*79^3) | No | |
| 5928555 | 3.012658 | 0.74.1.12 | 12.1.74.0 (12*79^3 + 6241 + 74*79) | No | |
| -8893505 | 4.000000 | -1.1.3.18 | -18.3.1.1 (-(18*79^3 + 3*79^2 + 79 + 1)) | No |
These are the training products that have the "FABRIC" tag (processing sequence 149). 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 |
|---|---|---|---|---|---|---|---|
| 4174 | Item011: Computer Ribbon Cable Earrings - rainbow, woven, fabric, primitive, round | 5928555 | EARRINGS, ROUND | 5903511 | WOVEN | ||
| 280 | BF Tee, LIGHT Jersey | 3451273 | TOP | 3426229 | LEISURE, MICROMODAL, THANKSGIVING 2022 | ||
| 282 | EZ Dress, MEDIUM Jersey | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | JERSEY, LEISURE, MICROMODAL, THANKSGIVING 2022 | |
| 283 | EZ Dress, SHEER Jersey | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | JERSEY, LEISURE, PAJAMAS, SLEEPWEAR, THANKSGIVING 2022 | |
| 13780 | Kingdom of Tonga Hibiscus Turtle Sarong | -8893505 | BLUE, GREEN | -8918549 | APPAREL |